Accessibility - A
It Didn’t Sound Good with My Cochlear Implants: Understanding the Challenges of Using Smart Assistants for Deaf and Hard of Hearing Users
Johnna Blair, Saeed Abdullah
AiSee: An Assistive Wearable Device to Support Visually Impaired Grocery Shoppers
Roger Boldu, Denys J.C. Matthies, Haimo Zhang, Suranga Nanayakkara
Acoussist: An Acoustic Assisting Tool for People with Visual Impairments to Cross Uncontrolled Streets
Wenqiang Jin, Mingyan Xiao, Huadi Zhu, Shuchisnigdha Deb, Chen Kan, Ming Li
Teaching American Sign Language in Mixed Reality
Qijia Shao, Amy Sniffen, Julien Blanchet, Megan E. Hillis, Xinyu Shi,Themistoklis K. Haris, Jason Liu, Jason Lamberton, Melissa Malzkuhn, Lorna C. Quandt, James Mahoney ,David J. M. Kraemer, Xia Zhou, Devin Balkcom
Toward User-Driven Sound Recognizer Personalization with People Who Are d/Deaf or Hard of Hearing
Steven M. Goodman, Ping Liu, Dhruv Jain, Emma J. Mcdonnell, Jon E. Froehlich, Leah Findlater
Acoustic Sensing I - A
Ok Google, What Am I Doing? Acoustic Activity Recognition Bounded by Conversational Assistant Interactions
Rebecca Adaimi, Howard Yong, Edison Thomaz
EarDynamic: An Ear Canal Deformation Based Continuous User Authentication Using In-Ear Wearables
Zi Wang, Sheng Tan, Linghan Zhang, Yili Ren, Zhi Wang, Jie Yang
Acoustic-based Upper Facial Action Recognition for Smart Eyewear
Wentao Xie, Qian Zhang, Jin Zhang
BreathTrack: Detecting Regular Breathing Phases from Unannotated Acoustic Data Captured by a Smartphone
Md Mahbubur Rahman: Samsung Research America; Bashima Islam: University of North Carolina at Chapel Hill; Tousif Ahmed: Samsung Research America, Inc.; Mohsin Yusuf Ahmed: University of Virginia; Mehedi Hasan: Samsung Research America; Viswam Nathan: Samsung Research America; Korosh Vatanparvar: Samsung Research America; Ebrahim Nemati: Samsung Research America; Jilong Kuang: Samsung Research America; Jun Alex Gao: Samsung Research America
Audio-Based Onset Detection applied to Chewing Cycle Segmentation
David Kopyto: FAU Erlangen-Nuremberg; Rui Zhang: Friedrich-Alexander University Erlangen-Nürnberg; Oliver Amft: FAU Erlangen-Nürnberg
Emotion & Mental Wellbeing - A
Automated Detection of Stressful Conversations Using Wearable Physiological and Inertial Sensors
Rummana Bari, Md. Mahbubur Rahman, Nazir Saleheen, Megan Battles Parsons, Eugene H. Buder, Santosh Kumar
Evaluating the Reproducibility of Physiological Stress Detection Models
Varun Mishra, Sougata Sen, Grace Chen, Tian Hao, Jeffrey Rogers, Ching-Hua Chen, David Kotz
Mobile Mood Tracking: An Investigation of Concise and Adaptive Measurement Instruments
Helma Torkamaan, Jürgen Ziegler
The Design and Evaluation of a Mobile System for Rapid Diagnostic Test Interpretation
Chunjong Park, Hung Ngo, Libby Rose Lavitt, Vincent Karuri, Shiven Bhatt, Peter Lubell-Doughtie, Anuraj H. Shankar, Leonard Ndwiga, Victor Osoti, Juliana K. Wambua, Philip Bejon, Lynette Isabella Ochola-Oyier, Monique Chilver, Nigel Stocks, Victoria Lyon, Barry R. Lutz, Matthew Thompson, Alex Mariakakis, Shwetak Patel
WiStress: Contactless Stress Monitoring using Wireless Signals
Unsoo Ha: Massachusetts Institute of Technology; Sohrab Madani: University of Illinois At Urbana Champaign; Fadel Adib: Massachusetts Institute of Technology
The Empathetic Car: Exploring Emotion Inference via Driver Behaviour and Traffic Context
Shu Liu: ETH Zurich; Kevin Koch: University of St. Gallen; Zimu Zhou: Singapore Management University; Simon Föll: Chair of Information Management; Xiaoxi He: ETH Zürich; Tina Menke: Karlsruhe Institute of Technology; Elgar Fleisch: ETH Zurich; Felix Wortmann: University of St. Gallen
Driving and Transportation - A
D3P: Data-driven Demand Prediction for Fast Expanding Electric Vehicle Sharing Systems
Man Luo, Bowen Du, Konstantin Klemmer. Hongming Zhu, Hakan Ferhatosmanoglu, Hongkai Wen
Understanding User Behavior in Car Sharing Services Through The Lens of Mobility: Mixing Qualitative and Quantitative Studies
Guang Wang, Harsh Rajkumar Vaish, Huijun Sun, Jianjun Wu, Shuai Wang, Desheng Zhang
D2Park: Diversified Demand-aware On-street Parking Guidance
Dong Zhao, Zijian Cao, Chen Ju, Desheng Zhang, Huadong Ma
Ride Substitution Using Electric Bike Sharing: Feasibility, Cost, and Carbon Analysis
John Wamburu, Stephen Lee, Mohammad H. Hajiesmaili, David Irwin, Prashant Shenoy
A City-Wide Crowdsourcing Delivery System with Reinforcement Learning
Yi Ding: University of Minnesota; Baoshen Guo: Southeast University; Lin Zheng: Central South University; Mingming Lu: Central South University; Desheng Zhang: Rutgers University; Shuai Wang: Southeast University; Sang Hyuk Son: DGIST; Tian He: University of Minnesota
DriverSonar: Fine-Grained Dangerous Driving Detection Using Active Sonar
Hongbo Jiang: Hunan University; Jingyang Hu: Hunan University; Daibo Liu: Hunan University; Jie Xiong: University of Massachusetts, Amherst; Minjie Cai: Hunan University
RF Sensing - A
Liquid Level Sensing Using Commodity WiFi in a Smart Home Environment
Yili Ren, Sheng Tan, Linghan Zhan, Zi Wang, Zhi Wang, Jie Yang
SquiggleMilli: Approximating SAR Imaging on Mobile Millimeter-Wave Devices
Hem Regmi: University of South Carolina; Moh Sabbir Saadat: University of South Carolina; Sanjib Sur: University of South Carolina; Srihari Nelakuditi: University of South Carolina
RF Vital Sign Sensing Under Free Body Movement
Jian Gong: Central South University; Xinyu Zhang: University of California San Diego; Kaixin Lin: University of California, San Diego; Ju Ren: Department of Computer Science and Technology, BNRist, Tsinghua University; Yaoxue Zhang: Department of Computer Science and Technology, BNRist, Tsinghua University; Wenxun Qiu: Samsung Research America
RF-ray: Joint RF and Linguistics Domain Learning for Object Recognition
Han Ding: Xi'an Jiaotong University; Linwei Zhai: Xi'an Jiaotong University; Cui Zhao: Xi'an Jiaotong University; Songjiang Hou: Xi'an Jiaotong University; Ge Wang: Xi'an Jiaotong University; Wei Xi: Xi'an Jiaotong University; Jizhong Zhao: Xi'an Jiaotong University; Yihong Gong: Xi'an Jiaotong University
FG-LiquID: A Contact-less Fine-grained Liquid Identifier by Pushing the Limits of Millimeter-wave Sensing
Yumeng Liang: School of Computer Science; Anfu Zhou: Beijing University of Posts and Telecommunications; Huanhuan Zhang: School of Computer Science; XinZhe Wen: School of Computer Science; Huadong Ma: Beijing University of Posts and Telecommunications
Pushing the Limits of Long Range Wireless Sensing with LoRa
Binbin Xie: University of Massachusetts Amherst; Yuqing Yin: University of Massachusetts, Amherst; Jie Xiong: University of Massachusetts, Amherst
Acoustic Sensing II - A
DeepRange: Acoustic Ranging via Deep Learning
Wenguang Mao, Wei Sun, Mei Wang, Lili Qiu
Listen2Cough: Leveraging End-to-End Deep Learning Cough Detection Model to Enhance Lung Health Assessment Using Passively Sensed Audio
Xuhai Xu, Ebrahim Nemati, Korosh Vatanparvar, Viswam Nathan, Tousif Ahmed, Md Mahbuburrahman, Daniel Mccaffrey, Jilong Kuang, Jun Alex Gao
We Hear Your PACE: Passive Acoustic Localization of Multiple Walking Persons
Chao Cai, Henglin Pu, Peng Wang, Zhe Chen, Jun Luo
BlinkListener: “Listen” to Your Eye Blink Using Your Smartphone
Jialin Liu, Dong Li, Lei Wang, Jie Xiong
Fall Detection via Inaudible Acoustic Sensing
Jie Lian: University of louisiana at lafayette; Xu Yuan: University of Louisiana at Lafayette; Ming Li: The University of Texas at Arlington; Nian-Feng Tzeng: University of Louisiana at Lafayette
EchoSpot: Spotting Your Locations via Acoustic Sensing
Jie Lian: University of louisiana at lafayette; Jiadong Lou: University of Louisiana at lafayette; Li Chen: University of Louisiana at Lafayette; Xu Yuan: University of Louisiana at Lafayette
Cognition and Human Behavior - A
Assessing Cognitive Performance Using Physiological and Facial Features: Generalizing Across Contexts
Kshitij Sharma: NTNU; Evangelos Niforatos: Norwegian University of Science and Technology (NTNU); Michail Giannakos: Norwegian University of Science and Technology; Vassilis Kostakos: University of Melbourne
Mapping and Taking Stock of the Personal Informatics Literature
Daniel A. Epstein, Clara Caldeira, Mayara Costa Figueiredo, Xi Lu, Lucas M. Silva, Lucretia Williams. Jong Ho Lee, Qingyang Li, Simran Ahuja, Qiuer Chen, Payam Dowlatyari, Craig Hilby, Sazeda Sultana, Elizabeth V. Eikey, Yunan Chen
GAME: Game As a Measurement Environment - Scheme to Evaluate Interfaces and Game Contents Based on Test Theories
Takahiro Miura, Masaki Matsuo, Ken-Ichiro Yabu, Atsushi Katagiri, Masatsugu Sakajiri, Junji Onishi, Takeshi Kurata, Takeshi Kurata, Tohru Ifukube,
When Do Drivers Interact with In-VehicleWell-being Interventions? An Exploratory Analysis of a Longitudinal Study on Public Roads
Kevin Koch, Varun Mishra, Shu Liu, Thomas Berger, Elgar Fleisch, David Kotz, Felix Wortmann
Objective Measures of Cognitive Load Using Deep Multi-Modal Learning — A Use-Case in Aviation
Justin C. Wilson, Suku Nair, Sandro Scielzo, Eric C. Larson
Examining the Social Context of Alcohol Drinking in Young Adults with Smartphone Sensing
Lakmal Buddika Meegahapola: École Polytechnique Fédérale de Lausanne (EPFL); Florian Labhart: Idiap Research Institute; Thanh-Trung PHAN: Idiap Research Institute and EPFL; Daniel Gatica-Perez: Idiap-EPFL
Body Movement & Motor skills - A
The Effect of Goal Moderation on the Achievement and Satisfaction of Physical Activity Goals
Deemah Alqahtani, Caroline Jay, Markel Vigo
Investigating Retention in Passive Haptic Learning of Piano Songs
Rumen Donchev, Erik Pescara, Michael Beigl
LAX-Score: Quantifying Team Performance in Lacrosse and Exploring IMU Features towards Performance Enhancement
Patrick Chwalek: MIT Media Lab; David Ramsay: MIT Media Lab; Joe Paradiso: MIT Media Lab
SwingNet: Ubiquitous Fine-Grained Swing Tracking Framework via Stochastic Neural Architecture Search and Adversarial Learning
Hong Jia: University of New South Wales; Jiawei Hu: University of New South Wales; Wen Hu: University of New South Wales
Assisting Motor Skill Transfer for Dance Students Using Wearable Feedback
Steeven Villa: LMU Munich; Jasmin Niess: University of Bremen; Bettina Eska: LMU Munich; Albrecht Schmidt: LMU Munich; Tonja-Katrin Machulla: TU Dortmund
Accessibility - B
Teaching American Sign Language in Mixed Reality
Qijia Shao, Amy Sniffen, Julien Blanchet, Megan E. Hillis, Xinyu Shi,Themistoklis K. Haris, Jason Liu, Jason Lamberton, Melissa Malzkuhn, Lorna C. Quandt, James Mahoney ,David J. M. Kraemer, Xia Zhou, Devin Balkcom
Toward User-Driven Sound Recognizer Personalization with People Who Are d/Deaf or Hard of Hearing
Steven M. Goodman, Ping Liu, Dhruv Jain, Emma J. Mcdonnell, Jon E. Froehlich, Leah Findlater
Enabling Real-time Sign Language Translation on Mobile Platforms with On-board Depth Cameras
Hyeonjung Park, Youngki Lee, Jeonggil Ko
LightGuide: Directing Visually Impaired People along a Path Using Light Cues
visual impairment, light perception, visual feedback, path-following tasks
Acoustic Sensing I - B
Your Smart Speaker Can “Hear” Your Heartbeat!
Fusang Zhang, Zhi Wang, Beihong Jin, Jie Xiong, Daqing Zhang
Ok Google, What Am I Doing? Acoustic Activity Recognition Bounded by Conversational Assistant Interactions
Rebecca Adaimi, Howard Yong, Edison Thomaz
DronePrint: Acoustic Signatures for Open-set Drone Detection and Identification with Online Data
Harini Kolamunna, Thilini Dahanayaka, Junye Li, Suranga Seneviratne, Kanchana Thilakaratne, Albert Y. Zomaya, Aruna Seneviratne
EarDynamic: An Ear Canal Deformation Based Continuous User Authentication Using In-Ear Wearables
Zi Wang, Sheng Tan, Linghan Zhang, Yili Ren, Zhi Wang, Jie Yang
SonicASL: An Acoustic-based Sign Language Gesture Recognizer Using Earphones
Yincheng Jin, Yang Gao, Yanjun Zhu, Wei Wang, Jiyang Li, Seokmin Choi, Zhangyu Li, Jagmohan Chauhan, Anind K. Dey, Zhanpeng Jin
BreathTrack: Detecting Regular Breathing Phases from Unannotated Acoustic Data Captured by a Smartphone
Md Mahbubur Rahman: Samsung Research America; Bashima Islam: University of North Carolina at Chapel Hill; Tousif Ahmed: Samsung Research America, Inc.; Mohsin Yusuf Ahmed: University of Virginia; Mehedi Hasan: Samsung Research America; Viswam Nathan: Samsung Research America; Korosh Vatanparvar: Samsung Research America; Ebrahim Nemati: Samsung Research America; Jilong Kuang: Samsung Research America; Jun Alex Gao: Samsung Research America
Emotion & Mental Wellbeing - B
Automated Detection of Stressful Conversations Using Wearable Physiological and Inertial Sensors
Rummana Bari, Md. Mahbubur Rahman, Nazir Saleheen, Megan Battles Parsons, Eugene H. Buder, Santosh Kumar
Understanding User Contexts and Coping Strategies for Context-aware Phone Distraction Management System Design
Inyeop Kim, Hwarang Goh, Nematjon Narziev, Youngtae Noh, Uichin Lee
Evaluating the Reproducibility of Physiological Stress Detection Models
Varun Mishra, Sougata Sen, Grace Chen, Tian Hao, Jeffrey Rogers, Ching-Hua Chen, David Kotz
The Design and Evaluation of a Mobile System for Rapid Diagnostic Test Interpretation
Chunjong Park, Hung Ngo, Libby Rose Lavitt, Vincent Karuri, Shiven Bhatt, Peter Lubell-Doughtie, Anuraj H. Shankar, Leonard Ndwiga, Victor Osoti, Juliana K. Wambua, Philip Bejon, Lynette Isabella Ochola-Oyier, Monique Chilver, Nigel Stocks, Victoria Lyon, Barry R. Lutz, Matthew Thompson, Alex Mariakakis, Shwetak Patel
WiStress: Contactless Stress Monitoring using Wireless Signals
Unsoo Ha: Massachusetts Institute of Technology; Sohrab Madani: University of Illinois At Urbana Champaign; Fadel Adib: Massachusetts Institute of Technology
Mindless Load Changer: A Method for Manipulating Load Perception by Feedback of Myoelectricity Sensor Information
Kyosuke Futami: 1-1-1 Nojihigashi; Tomoya Seki: Ritsumeikan Univ.; Kazuya Murao: Ritsumeikan University
Driving and Transportation - B
Understanding User Behavior in Car Sharing Services Through The Lens of Mobility: Mixing Qualitative and Quantitative Studies
Guang Wang, Harsh Rajkumar Vaish, Huijun Sun, Jianjun Wu, Shuai Wang, Desheng Zhang
Efficient Schedule of Energy-Constrained UAV Using Crowdsourced Buses in Last-Mile Parcel Delivery
Yan Pan, Shining Li, Qianwu Chen, Nan Zhang, Tao Cheng, Zhigang Li, Bin Guo, Qingye Han, Ting Zhu
Ride Substitution Using Electric Bike Sharing: Feasibility, Cost, and Carbon Analysis
John Wamburu, Stephen Lee, Mohammad H. Hajiesmaili, David Irwin, Prashant Shenoy
DriverSonar: Fine-Grained Dangerous Driving Detection Using Active Sonar
Hongbo Jiang: Hunan University; Jingyang Hu: Hunan University; Daibo Liu: Hunan University; Jie Xiong: University of Massachusetts, Amherst; Minjie Cai: Hunan University
ALWAES: Automatic Location-Aware Correction System for Online Delivery Platforms
Dongzhe Jiang: Peking University; Yi Ding: Alibaba Group; Hao Zhang: Alibaba Group; Yunhuai Liu: Peking University; Tian He: Alibaba Group; Yu Yang: Lehigh University; Desheng Zhang: Rutgers University
RF Sensing - B
Liquid Level Sensing Using Commodity WiFi in a Smart Home Environment
Yili Ren, Sheng Tan, Linghan Zhan, Zi Wang, Zhi Wang, Jie Yang
Relacks: Reliable Backscatter Communication in Indoor Environments
Mohamad Katanbaf, Vivek Jain, Joshua R Smith
DropMonitor: Millimeter-level Sensing for RFID-based Infusion Drip Rate Monitoring
Yuancan Lin, Lei Xie, Chuyu Wang, Yanling Bu, Sanglu Lu
Unlocking the Beamforming Potential of LoRa for Long-range Multi-target Respiration Sensing
Fusang Zhang, Zhaoxin Chang, Jie Xiong, Rong Zheng, Junqi Ma, Kai Niu, Beihong Jin, Daqing Zhang
SquiggleMilli: Approximating SAR Imaging on Mobile Millimeter-Wave Devices
Hem Regmi: University of South Carolina; Moh Sabbir Saadat: University of South Carolina; Sanjib Sur: University of South Carolina; Srihari Nelakuditi: University of South Carolina
Pushing the Limits of Long Range Wireless Sensing with LoRa
Binbin Xie: University of Massachusetts Amherst; Yuqing Yin: University of Massachusetts, Amherst; Jie Xiong: University of Massachusetts, Amherst
Acoustic Sensing II - B
DeepRange: Acoustic Ranging via Deep Learning
Wenguang Mao, Wei Sun, Mei Wang, Lili Qiu
Listen2Cough: Leveraging End-to-End Deep Learning Cough Detection Model to Enhance Lung Health Assessment Using Passively Sensed Audio
Xuhai Xu, Ebrahim Nemati, Korosh Vatanparvar, Viswam Nathan, Tousif Ahmed, Md Mahbuburrahman, Daniel Mccaffrey, Jilong Kuang, Jun Alex Gao
We Hear Your PACE: Passive Acoustic Localization of Multiple Walking Persons
Chao Cai, Henglin Pu, Peng Wang, Zhe Chen, Jun Luo
BlinkListener: “Listen” to Your Eye Blink Using Your Smartphone
Jialin Liu, Dong Li, Lei Wang, Jie Xiong
Fall Detection via Inaudible Acoustic Sensing
Jie Lian: University of louisiana at lafayette; Xu Yuan: University of Louisiana at Lafayette; Ming Li: The University of Texas at Arlington; Nian-Feng Tzeng: University of Louisiana at Lafayette
EchoSpot: Spotting Your Locations via Acoustic Sensing
Jie Lian: University of louisiana at lafayette; Jiadong Lou: University of Louisiana at lafayette; Li Chen: University of Louisiana at Lafayette; Xu Yuan: University of Louisiana at Lafayette
Cognition and Human Behavior - B
Assessing Cognitive Performance Using Physiological and Facial Features: Generalizing Across Contexts
Kshitij Sharma: NTNU; Evangelos Niforatos: Norwegian University of Science and Technology (NTNU); Michail Giannakos: Norwegian University of Science and Technology; Vassilis Kostakos: University of Melbourne
Prompto: Investigating Receptivity to Prompts Based on Cognitive Load from Memory Training Conversational Agent
Samantha W. T. Chan, Shardul Sapkota, Rebecca Mathews, Haimo Zhang, Suranga Nanayakkara
Mapping and Taking Stock of the Personal Informatics Literature
Daniel A. Epstein, Clara Caldeira, Mayara Costa Figueiredo, Xi Lu, Lucas M. Silva, Lucretia Williams. Jong Ho Lee, Qingyang Li, Simran Ahuja, Qiuer Chen, Payam Dowlatyari, Craig Hilby, Sazeda Sultana, Elizabeth V. Eikey, Yunan Chen
Objective Measures of Cognitive Load Using Deep Multi-Modal Learning — A Use-Case in Aviation
Justin C. Wilson, Suku Nair, Sandro Scielzo, Eric C. Larson
Body Movement & Motor skills - B
Investigating Retention in Passive Haptic Learning of Piano Songs
Rumen Donchev, Erik Pescara, Michael Beigl
Reducing Muscle Activity when Playing Tremolo by Using Electrical Muscle Stimulation to Learn Efficient Motor Skills
Arinobu Niijima: NTT Corporation; Toki Takeda: NTT Corporation; Kentaro Tanaka: NTT Corporation; Ryosuke Aoki: NTT Corporation; Yukio Koike: NTT Corporation
SyncUp: Vision-based Practice Support for Synchronized Dancing
Zhongyi Zhou: The University of Tokyo; Anran Xu: The University of Tokyo; Koji Yatani: The University of Tokyo
LAX-Score: Quantifying Team Performance in Lacrosse and Exploring IMU Features towards Performance Enhancement
Patrick Chwalek: MIT Media Lab; David Ramsay: MIT Media Lab; Joe Paradiso: MIT Media Lab
SwingNet: Ubiquitous Fine-Grained Swing Tracking Framework via Stochastic Neural Architecture Search and Adversarial Learning
Hong Jia: University of New South Wales; Jiawei Hu: University of New South Wales; Wen Hu: University of New South Wales
Accessibility - C
It Didn’t Sound Good with My Cochlear Implants: Understanding the Challenges of Using Smart Assistants for Deaf and Hard of Hearing Users
Johnna Blair, Saeed Abdullah
AiSee: An Assistive Wearable Device to Support Visually Impaired Grocery Shoppers
Roger Boldu, Denys J.C. Matthies, Haimo Zhang, Suranga Nanayakkara
Acoussist: An Acoustic Assisting Tool for People with Visual Impairments to Cross Uncontrolled Streets
Wenqiang Jin, Mingyan Xiao, Huadi Zhu, Shuchisnigdha Deb, Chen Kan, Ming Li
Enabling Real-time Sign Language Translation on Mobile Platforms with On-board Depth Cameras
Hyeonjung Park, Youngki Lee, Jeonggil Ko
LightGuide: Directing Visually Impaired People along a Path Using Light Cues
visual impairment, light perception, visual feedback, path-following tasks
Acoustic Sensing I - C
Your Smart Speaker Can “Hear” Your Heartbeat!
Fusang Zhang, Zhi Wang, Beihong Jin, Jie Xiong, Daqing Zhang
DronePrint: Acoustic Signatures for Open-set Drone Detection and Identification with Online Data
Harini Kolamunna, Thilini Dahanayaka, Junye Li, Suranga Seneviratne, Kanchana Thilakaratne, Albert Y. Zomaya, Aruna Seneviratne
Acoustic-based Upper Facial Action Recognition for Smart Eyewear
Wentao Xie, Qian Zhang, Jin Zhang
SonicASL: An Acoustic-based Sign Language Gesture Recognizer Using Earphones
Yincheng Jin, Yang Gao, Yanjun Zhu, Wei Wang, Jiyang Li, Seokmin Choi, Zhangyu Li, Jagmohan Chauhan, Anind K. Dey, Zhanpeng Jin
Audio-Based Onset Detection applied to Chewing Cycle Segmentation
David Kopyto: FAU Erlangen-Nuremberg; Rui Zhang: Friedrich-Alexander University Erlangen-Nürnberg; Oliver Amft: FAU Erlangen-Nürnberg
Emotion & Mental Wellbeing - C
Understanding User Contexts and Coping Strategies for Context-aware Phone Distraction Management System Design
Inyeop Kim, Hwarang Goh, Nematjon Narziev, Youngtae Noh, Uichin Lee
Mobile Mood Tracking: An Investigation of Concise and Adaptive Measurement Instruments
Helma Torkamaan, Jürgen Ziegler
The Empathetic Car: Exploring Emotion Inference via Driver Behaviour and Traffic Context
Shu Liu: ETH Zurich; Kevin Koch: University of St. Gallen; Zimu Zhou: Singapore Management University; Simon Föll: Chair of Information Management; Xiaoxi He: ETH Zürich; Tina Menke: Karlsruhe Institute of Technology; Elgar Fleisch: ETH Zurich; Felix Wortmann: University of St. Gallen
Mindless Load Changer: A Method for Manipulating Load Perception by Feedback of Myoelectricity Sensor Information
Kyosuke Futami: 1-1-1 Nojihigashi; Tomoya Seki: Ritsumeikan Univ.; Kazuya Murao: Ritsumeikan University
Driving and Transportation - C
D3P: Data-driven Demand Prediction for Fast Expanding Electric Vehicle Sharing Systems
Man Luo, Bowen Du, Konstantin Klemmer. Hongming Zhu, Hakan Ferhatosmanoglu, Hongkai Wen
D2Park: Diversified Demand-aware On-street Parking Guidance
Dong Zhao, Zijian Cao, Chen Ju, Desheng Zhang, Huadong Ma
Efficient Schedule of Energy-Constrained UAV Using Crowdsourced Buses in Last-Mile Parcel Delivery
Yan Pan, Shining Li, Qianwu Chen, Nan Zhang, Tao Cheng, Zhigang Li, Bin Guo, Qingye Han, Ting Zhu
A City-Wide Crowdsourcing Delivery System with Reinforcement Learning
Yi Ding: University of Minnesota; Baoshen Guo: Southeast University; Lin Zheng: Central South University; Mingming Lu: Central South University; Desheng Zhang: Rutgers University; Shuai Wang: Southeast University; Sang Hyuk Son: DGIST; Tian He: University of Minnesota
ALWAES: Automatic Location-Aware Correction System for Online Delivery Platforms
Dongzhe Jiang: Peking University; Yi Ding: Alibaba Group; Hao Zhang: Alibaba Group; Yunhuai Liu: Peking University; Tian He: Alibaba Group; Yu Yang: Lehigh University; Desheng Zhang: Rutgers University
RF Sensing - C
Relacks: Reliable Backscatter Communication in Indoor Environments
Mohamad Katanbaf, Vivek Jain, Joshua R Smith
DropMonitor: Millimeter-level Sensing for RFID-based Infusion Drip Rate Monitoring
Yuancan Lin, Lei Xie, Chuyu Wang, Yanling Bu, Sanglu Lu
Unlocking the Beamforming Potential of LoRa for Long-range Multi-target Respiration Sensing
Fusang Zhang, Zhaoxin Chang, Jie Xiong, Rong Zheng, Junqi Ma, Kai Niu, Beihong Jin, Daqing Zhang
RF Vital Sign Sensing Under Free Body Movement
Jian Gong: Central South University; Xinyu Zhang: University of California San Diego; Kaixin Lin: University of California, San Diego; Ju Ren: Department of Computer Science and Technology, BNRist, Tsinghua University; Yaoxue Zhang: Department of Computer Science and Technology, BNRist, Tsinghua University; Wenxun Qiu: Samsung Research America
RF-ray: Joint RF and Linguistics Domain Learning for Object Recognition
Han Ding: Xi'an Jiaotong University; Linwei Zhai: Xi'an Jiaotong University; Cui Zhao: Xi'an Jiaotong University; Songjiang Hou: Xi'an Jiaotong University; Ge Wang: Xi'an Jiaotong University; Wei Xi: Xi'an Jiaotong University; Jizhong Zhao: Xi'an Jiaotong University; Yihong Gong: Xi'an Jiaotong University
FG-LiquID: A Contact-less Fine-grained Liquid Identifier by Pushing the Limits of Millimeter-wave Sensing
Yumeng Liang: School of Computer Science; Anfu Zhou: Beijing University of Posts and Telecommunications; Huanhuan Zhang: School of Computer Science; XinZhe Wen: School of Computer Science; Huadong Ma: Beijing University of Posts and Telecommunications
Cognition and Human Behavior - C
Prompto: Investigating Receptivity to Prompts Based on Cognitive Load from Memory Training Conversational Agent
Samantha W. T. Chan, Shardul Sapkota, Rebecca Mathews, Haimo Zhang, Suranga Nanayakkara
GAME: Game As a Measurement Environment - Scheme to Evaluate Interfaces and Game Contents Based on Test Theories
Takahiro Miura, Masaki Matsuo, Ken-Ichiro Yabu, Atsushi Katagiri, Masatsugu Sakajiri, Junji Onishi, Takeshi Kurata, Takeshi Kurata, Tohru Ifukube,
When Do Drivers Interact with In-VehicleWell-being Interventions? An Exploratory Analysis of a Longitudinal Study on Public Roads
Kevin Koch, Varun Mishra, Shu Liu, Thomas Berger, Elgar Fleisch, David Kotz, Felix Wortmann
Examining the Social Context of Alcohol Drinking in Young Adults with Smartphone Sensing
Lakmal Buddika Meegahapola: École Polytechnique Fédérale de Lausanne (EPFL); Florian Labhart: Idiap Research Institute; Thanh-Trung PHAN: Idiap Research Institute and EPFL; Daniel Gatica-Perez: Idiap-EPFL
Body Movement & Motor skills - C
The Effect of Goal Moderation on the Achievement and Satisfaction of Physical Activity Goals
Deemah Alqahtani, Caroline Jay, Markel Vigo
Reducing Muscle Activity when Playing Tremolo by Using Electrical Muscle Stimulation to Learn Efficient Motor Skills
Arinobu Niijima: NTT Corporation; Toki Takeda: NTT Corporation; Kentaro Tanaka: NTT Corporation; Ryosuke Aoki: NTT Corporation; Yukio Koike: NTT Corporation
SyncUp: Vision-based Practice Support for Synchronized Dancing
Zhongyi Zhou: The University of Tokyo; Anran Xu: The University of Tokyo; Koji Yatani: The University of Tokyo
Assisting Motor Skill Transfer for Dance Students Using Wearable Feedback
Steeven Villa: LMU Munich; Jasmin Niess: University of Bremen; Bettina Eska: LMU Munich; Albrecht Schmidt: LMU Munich; Tonja-Katrin Machulla: TU Dortmund
Mobile and Wireless Systems - A
BFree: Enabling Battery-free Sensor Prototyping with Python
Vito Kortbeek, Abu Bakar, Stefany Cruz, Kasim Sinan Yildirim, Przemysław Pawełczak, Josiah Hester
MIMU: Mobile WiFi Usage Inference by Mining Diverse User Behaviors
Zhou Qin, Yikun Xian, Fan Zhang, Desheng Zhang
Embracing Collisions to Increase Fidelity of Sensing Systems with COTS Tags
Jiaqi Xu, Wei Sun, Kannan Srinivasan
REHASH: A Flexible, Developer Focused, Heuristic Adaptation Platform for Intermittently Powered Computing
Abu Bakar: Northwestern University; Alexander G Ross: Northwestern University; Kasim Sinan Yildirim: University of Trento; Josiah Hester: Northwestern University
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data
Mohammad Malekzadeh: Imperial College London; Richard Clegg: Queen Mary University of London; Andrea Cavallaro: School of Electronic Engineering and Computer Science; Hamed Haddadi: Imperial College London
Activity Sensing - A
Robust Inertial Motion Tracking through Deep Sensor Fusion across Smart Earbuds and Smartphone
Jian Gong, Xinyu Zhang, Yuanjun Huang, Ju Ren, Yaoxue Zhang
Contrastive Predictive Coding for Human Activity Recognition
Harish Haresamudram, Irfan Essa, Thomas Plötz
Approaching the Real-World: Supporting Activity Recognition Training with Virtual IMU Data
Hyeokhyen Kwon: Georgia Institute of Technology; Bingyao Wang: Georgia Institute of Technology; Gregory D. Abowd: Northeastern University; Thomas Ploetz: Georgia Institute of Technology
WR-Hand: Wearable Armband can Track User's Hand
Yang Liu: City University of Hong Kong; Chengdong Lin: City University of Hong Kong; Zhenjiang Li: City University of Hong Kong
Write, Attend and Spell: Streaming End-to-end Free-style Handwriting Recognition Using Smartwatches
Qian Zhang: Shanghai Jiao Tong University; Dong Wang: Shanghai Jiao Tong University; Run Zhao: Shanghai Jiao Tong University; Yinggang Yu: Shanghai Jiao Tong University; Jiazhen Jing: Shanghai JiaoTong University
On the Role of Context Length for Feature Extraction and Sequence Modeling in Human Activity Recognition
Kyosuke Futami: 1-1-1 Nojihigashi; Tomoya Seki: Ritsumeikan Univ.; Kazuya Murao: Ritsumeikan University
Human Activity Recognition I - A
Toward Lightweight In-situ Self-reporting: An Exploratory Study of Alternative Smartwatch Interface Designs in Context
Xinghui Yan, Shriti Raj, Bingjian Huang, Sun Young Park, Mark W. Newman,
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data
Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Soren Brage, Nick Wareham, Cecilia Mascolo
Designing Kitchen Technologies for Ageing in Place: A Video Study of Older Adults’ Cooking at Home
Sanna Kuoppamäki, Sylvaine Tuncer, Sara Eriksson, Donald Mcmillan
SenseCollect: We Need Efficient Ways to Collect On-body Sensor-based Human Activity Data!
Wenqiang Chen: University of Virginia; Shupei Lin: VibInt Limited; Elizabeth Thompson: University of Virginia; John Stankovic: University of Virginia
Overthere : A Simple and Intuitive Object Registration Method for an Absolute Mid-air Pointing Interface
Hyunggoog Seo: KAIST; Jaedong Kim: KAIST; Kwanggyoon Seo: KAIST; Bumki Kim: KAIST; Junyong Noh: KAIST
Fast Deep Neural Architecture Search for Wearable Activity Recognition by Early Prediction of Converged Performance
Atsuhiro Fujii: Ritsumeikan University; Kazuya Murao: Ritsumeikan University; Naoji Matsuhisa: Keio University
Human Mobility - A
MIFF: Human Mobility Extractions with Cellular Signaling Data under Spatio-temporal Uncertainty
Yiwei Song, Yunhuai Liu, Wenqing Qui, Zhou Qin, Chang Tan, Can Yang, Desheng Zhang
Modelling Memory for Individual Re-identification in Decentralised Mobile Contact Tracing Applications
Luca Bedogni, Shakila Khan Rumi, Flora D. Salim
HERMAS: A Human Mobility Embedding Framework with Large-scale Cellular Signaling Data
Yiwei Song: Peking University; Dongzhe Jiang: Peking University; Yunhuai Liu: Peking University; Zhou Qin: Rutgers University; Chang Tan: iFLYTEK; Desheng Zhang: Rutgers University
CellSense: Human Mobility Recovery via Cellular Network Data Enhancement
Zhihan Fang: Rutgers University; Yu Yang: Rutgers University; Guang Yang: Rutgers University; Yikun Xian: Rutgers University; Fan Zhang: SIAT; Desheng Zhang: Rutgers University
Sensing Human Behaviors - A
Understanding Physical Practices and the Role of Technology in Manual Self-Tracking
Parastoo Abtahi, Victoria Ding, Anna C. Yang, Tommy Bruzzese, Alyssa B. Romanos, Elizabeth L. Murnane, Sean Follmer, James A. Landay,
ComFeel: Productivity is a Matter of the Senses Too
Marios Constantinides, Sanja Šćepanović, Daniele Quercia, Hongwei Li, Ugo Sassi, Michael Eggleston
Authenticating Drivers Using Automotive Batteries
Liang He, Yuanchao Shu, Youngmoon Lee, Dongyao Chen, Kang G. Shin
Evaluating the Gradual Delivery of Knowledge-focused and Mindset-focused Messages for Facilitating the Acceptance of COPD
Steven Y. Zeng, Robert Wu, Khai N. Truong, Fanny Chevalier
A Scalable Solution for Signaling Face Touches to Reduce the Spread of Surface-based Pathogens.
Camilo Rojas, Niels Poulsen, Mileva Van Tuyl, Daniel Vargas, Zipporah Cohen, Joe Paradiso, Pattie Maes, Kevin Esvelt, Fadel Adib
VeriMask: Facilitating Decontamination of N95 Masks in the COVID-19 Pandemic: Challenges, Lessons Learned, and Safeguarding the Future
Yan Long: University of Michigan; Alexander Curtiss: Northwestern Univeristy; Sara Rampazzi: University of Florida; Josiah Hester: Northwestern University; Kevin Fu: University of Michigan
Wellbeing - A
Outliers in Smartphone Sensor Data Reveal Outliers in Daily Happiness
Teodora Sandra Buda, Mohammed Khwaja, Aleksander Matic
One More Bite? Inferring Food Consumption Level of College Students Using Smartphone Sensing and Self-Reports
Lakmal Meegahapola, Salvador Ruiz-Correa, Viridiana Del Carmen Robledo-Valero, Emilio Ernesto Hernandez-Huerfano, Leonardo Alvarez-Rivera, Ronald Chenu-Abente, Daniel Gatica-Perez
Accurate Reaction Times on Smartphones: The Challenges of Developing a Mobile Psychomotor Vigilance Task
Mel Arthurs: Insight Centre for Data Analytics; Jose Juan Dominguez Veiga: Dublin City University; Tomas E Ward: Dublin City University
Tunnel Vision -- Dynamic Peripheral Vision Blocking Glasses for Reducing Motion Sickness Symptoms
Kiichi Shirai: 1-1-1 Nojihigashi; Kyosuke Futami: 1-1-1 Nojihigashi; Kazuya Murao: Ritsumeikan University
Human Activity Recognition II - A
Deriving Effective Human Activity Recognition Systems through Objective Task Complexity Assessment
Shruthi K. Hiremath, Thomas Plötz
Multimodal Joint Head Orientation Estimation in Interacting Groups via Proxemics and Interaction Dynamics
Stephanie Tan, David M.J. Tax, Hayley Hung
Improving Deep Learning for HAR with shallow LSTMs
Florian Wolling: University of Siegen; Cong Dat Huynh: University of Siegen; Kristof Van Laerhoven: University of Siegen
Using additional training sensors to improve single-sensor-based complex activity recognition
Kiichi Shirai: 1-1-1 Nojihigashi; Kyosuke Futami: 1-1-1 Nojihigashi; Kazuya Murao: Ritsumeikan University
Human & Urban Mobility - A
Urban Map Inference by Pervasive Vehicular Sensing Systems with Complementary Mobility
Zhihan Fang, Guang Wang, Xiaoyang Xie, Fan Zhang, Desheng Zhang
UVLens: Urban Village Boundary Identification and Population Estimation Leveraging Open Government Data
urban village, population estimation, heterogeneous data, urban computing
Multi-Head Spatio-Temporal Attention Mechanism For Urban Anomaly Event Prediction
Huiqun Huang: University of Connecticut; Xi Yang: University of Connecticut; Suining He: The University of Connecticut
How Low Can You Go? Performance Trade-offs in Low-Resolution Thermal Sensors for Occupancy Detection: A Systematic Evaluation
Mikko Juhani Rinta-Homi: University of Helsinki; Naser Hossein Motlagh: University of Helsinki; Agustin Zuniga: University of Helsinki; Huber Flores: University of Tartu; Petteri Nurmi: University of Helsinki
MetaTP: Traffic Prediction with Unevenly-Distributed Road Sensing Data via Fast Adaptation
Weida Zhong: University at Buffalo; Qiuling Suo: University at Buffalo; Abhishek Gupta: University at Buffalo; Xiaowei Jia: University of Pittsburgh; Chunming Qiao: University at Buffalo - The State University of New York; Lu Su: Purdue University
Mobile and Wireless Systems - B
MIMU: Mobile WiFi Usage Inference by Mining Diverse User Behaviors
Zhou Qin, Yikun Xian, Fan Zhang, Desheng Zhang
Ray Tracing-based Light Energy Prediction for Indoor Batteryless Sensors
Daeyong Kim, Junick Ahn, Jun Shin, Hojung Cha
AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications
Sicong Liu, Bin Guo, Ke Ma, Zhiwen Yu, Junzhao Du
Embracing Collisions to Increase Fidelity of Sensing Systems with COTS Tags
Jiaqi Xu, Wei Sun, Kannan Srinivasan
REHASH: A Flexible, Developer Focused, Heuristic Adaptation Platform for Intermittently Powered Computing
Abu Bakar: Northwestern University; Alexander G Ross: Northwestern University; Kasim Sinan Yildirim: University of Trento; Josiah Hester: Northwestern University
Context-aware Adaptive Surgery: A Fast and Effective Framework for Adaptative Model Partition
Hongli Wang: Northwestern Polytechnical University; Bin Guo: northwestern polytechnical univ.; Jiaqi Liu: Northwestern Polytechnical University; Sicong Liu: School of Computer Science; Yungang Wu: Northwestern Polytechnical University; Zhiwen Yu: Northwestern Polytechnical University
Activity Sensing - B
Contrastive Predictive Coding for Human Activity Recognition
Harish Haresamudram, Irfan Essa, Thomas Plötz
Model-based Head Orientation Estimation for Smart Devices
Qiang Yang: The Hong Kong Polytechnic University; Yuanqing Zheng: The Hong Kong Polytechnic University
Approaching the Real-World: Supporting Activity Recognition Training with Virtual IMU Data
Hyeokhyen Kwon: Georgia Institute of Technology; Bingyao Wang: Georgia Institute of Technology; Gregory D. Abowd: Northeastern University; Thomas Ploetz: Georgia Institute of Technology
FaceSense: Sensing Face Touch with an Ear-worn System
Vimal Kakaraparthi: University of Colorado Boulder; Qijia Shao: Dartmouth College; Charles J. Carver: Dartmouth College; Tien Pham: University of Texas at Arlington; Nam Bui: University of Colorado Boulder; VP Nguyen: University of Texas at Arlington; Xia Zhou: Dartmouth College; Tam Vu: Oxford University
On the Role of Context Length for Feature Extraction and Sequence Modeling in Human Activity Recognition
Kyosuke Futami: 1-1-1 Nojihigashi; Tomoya Seki: Ritsumeikan Univ.; Kazuya Murao: Ritsumeikan University
Human Activity Recognition I - B
Teaching RF to Sense without RF Training Measurements
Hong Cai, Belal Korany, Chitra R. Karanam, Yasamin Mostofi
Toward Lightweight In-situ Self-reporting: An Exploratory Study of Alternative Smartwatch Interface Designs in Context
Xinghui Yan, Shriti Raj, Bingjian Huang, Sun Young Park, Mark W. Newman,
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data
Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Soren Brage, Nick Wareham, Cecilia Mascolo
CrowdAct: Achieving High-Quality Crowdsourced Datasets in Mobile Activity Recognition
Nattaya Mairittha, Tittaya Mairittha, Paula Lago, Sozo Inoue
SenseCollect: We Need Efficient Ways to Collect On-body Sensor-based Human Activity Data!
Wenqiang Chen: University of Virginia; Shupei Lin: VibInt Limited; Elizabeth Thompson: University of Virginia; John Stankovic: University of Virginia
Human Mobility - B
When Sharing Economy Meets IoT: Towards Fine-grained Urban Air quality Monitoring through Mobile Crowdsensing on Bike-share System
Di Wu, Tao Xiao, Xuewen Liao, Jie Luo, Chao Wu, Shigeng Zhang, Yong Li, Yike Guo
MIFF: Human Mobility Extractions with Cellular Signaling Data under Spatio-temporal Uncertainty
Yiwei Song, Yunhuai Liu, Wenqing Qui, Zhou Qin, Chang Tan, Can Yang, Desheng Zhang
Full-Dimension Relative Positioning for RFID-Enabled Self-Checkout Services
Chunhui Duan, Jiajun Liu, Xuan Ding, Zhenhua Li, Yunhao Liu
Who Will Survive and Revive Undergoing the Epidemic: Analyses about POI Visit Behavior inWuhan via Check-in Records
Zhenyu Han, Haohan Fu, Fengli Xu, Zhen Tu, Yang Yu. Pan Hui, Ben Y. Zhao, Yong Li
HERMAS: A Human Mobility Embedding Framework with Large-scale Cellular Signaling Data
Yiwei Song: Peking University; Dongzhe Jiang: Peking University; Yunhuai Liu: Peking University; Zhou Qin: Rutgers University; Chang Tan: iFLYTEK; Desheng Zhang: Rutgers University
CellSense: Human Mobility Recovery via Cellular Network Data Enhancement
Zhihan Fang: Rutgers University; Yu Yang: Rutgers University; Guang Yang: Rutgers University; Yikun Xian: Rutgers University; Fan Zhang: SIAT; Desheng Zhang: Rutgers University
Sensing Human Behaviors - B
Understanding Physical Practices and the Role of Technology in Manual Self-Tracking
Parastoo Abtahi, Victoria Ding, Anna C. Yang, Tommy Bruzzese, Alyssa B. Romanos, Elizabeth L. Murnane, Sean Follmer, James A. Landay,
ComFeel: Productivity is a Matter of the Senses Too
Marios Constantinides, Sanja Šćepanović, Daniele Quercia, Hongwei Li, Ugo Sassi, Michael Eggleston
Authenticating Drivers Using Automotive Batteries
Liang He, Yuanchao Shu, Youngmoon Lee, Dongyao Chen, Kang G. Shin
Evaluating the Gradual Delivery of Knowledge-focused and Mindset-focused Messages for Facilitating the Acceptance of COPD
Steven Y. Zeng, Robert Wu, Khai N. Truong, Fanny Chevalier
A Scalable Solution for Signaling Face Touches to Reduce the Spread of Surface-based Pathogens.
Camilo Rojas, Niels Poulsen, Mileva Van Tuyl, Daniel Vargas, Zipporah Cohen, Joe Paradiso, Pattie Maes, Kevin Esvelt, Fadel Adib
VeriMask: Facilitating Decontamination of N95 Masks in the COVID-19 Pandemic: Challenges, Lessons Learned, and Safeguarding the Future
Yan Long: University of Michigan; Alexander Curtiss: Northwestern Univeristy; Sara Rampazzi: University of Florida; Josiah Hester: Northwestern University; Kevin Fu: University of Michigan
Human Activity Recognition II - B
Deriving Effective Human Activity Recognition Systems through Objective Task Complexity Assessment
Shruthi K. Hiremath, Thomas Plötz
Unsupervised Human Activity Representation Learning with Multi-task Deep Clustering
Haojie Ma, Zhijie Zhang, Wenzhong Li, Sanglu Lu
Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data
Chongyang Wang, Yuan Gao, Akhil Mathur, Amanda C. De C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze
Self-supervised Learning for Reading Activity Classification
Md. Rabiul Islam: Osaka Prefecture University; Shuji Sakamoto: Osaka Prefecture University; Yoshihiro Yamada: Osaka Prefecture University; Andrew W. Vargo: Osaka Prefecture University; Motoi Iwata: Osaka Prefecture University; Masakazu Iwamura: Osaka Prefecture University; Koichi Kise: Osaka Prefecture University
Using additional training sensors to improve single-sensor-based complex activity recognition
Kiichi Shirai: 1-1-1 Nojihigashi; Kyosuke Futami: 1-1-1 Nojihigashi; Kazuya Murao: Ritsumeikan University
Human & Urban Mobility - B
RF-Identity: Non-Intrusive Person Identification Based on Commodity RFID Devices
Chao Feng, Jie Xiong, Liqiong Chang, Fuwei Wang, Ju Wang, Dingyi Fang
Urban Map Inference by Pervasive Vehicular Sensing Systems with Complementary Mobility
Zhihan Fang, Guang Wang, Xiaoyang Xie, Fan Zhang, Desheng Zhang
Passive Health Monitoring Using Large Scale Mobility Data
Yunke Zhang, Fengli Xu, Tong Li, Vassilis Kostakos, Pan Hui, Yong Li
Multi-Head Spatio-Temporal Attention Mechanism For Urban Anomaly Event Prediction
Huiqun Huang: University of Connecticut; Xi Yang: University of Connecticut; Suining He: The University of Connecticut
MetaTP: Traffic Prediction with Unevenly-Distributed Road Sensing Data via Fast Adaptation
Weida Zhong: University at Buffalo; Qiuling Suo: University at Buffalo; Abhishek Gupta: University at Buffalo; Xiaowei Jia: University of Pittsburgh; Chunming Qiao: University at Buffalo - The State University of New York; Lu Su: Purdue University
Mobile and Wireless Systems - C
BFree: Enabling Battery-free Sensor Prototyping with Python
Vito Kortbeek, Abu Bakar, Stefany Cruz, Kasim Sinan Yildirim, Przemysław Pawełczak, Josiah Hester
Ray Tracing-based Light Energy Prediction for Indoor Batteryless Sensors
Daeyong Kim, Junick Ahn, Jun Shin, Hojung Cha
AdaSpring: Context-adaptive and Runtime-evolutionary Deep Model Compression for Mobile Applications
Sicong Liu, Bin Guo, Ke Ma, Zhiwen Yu, Junzhao Du
Context-aware Adaptive Surgery: A Fast and Effective Framework for Adaptative Model Partition
Hongli Wang: Northwestern Polytechnical University; Bin Guo: northwestern polytechnical univ.; Jiaqi Liu: Northwestern Polytechnical University; Sicong Liu: School of Computer Science; Yungang Wu: Northwestern Polytechnical University; Zhiwen Yu: Northwestern Polytechnical University
DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data
Mohammad Malekzadeh: Imperial College London; Richard Clegg: Queen Mary University of London; Andrea Cavallaro: School of Electronic Engineering and Computer Science; Hamed Haddadi: Imperial College London
Activity Sensing - C
Robust Inertial Motion Tracking through Deep Sensor Fusion across Smart Earbuds and Smartphone
Jian Gong, Xinyu Zhang, Yuanjun Huang, Ju Ren, Yaoxue Zhang
Model-based Head Orientation Estimation for Smart Devices
Qiang Yang: The Hong Kong Polytechnic University; Yuanqing Zheng: The Hong Kong Polytechnic University
WR-Hand: Wearable Armband can Track User's Hand
Yang Liu: City University of Hong Kong; Chengdong Lin: City University of Hong Kong; Zhenjiang Li: City University of Hong Kong
Write, Attend and Spell: Streaming End-to-end Free-style Handwriting Recognition Using Smartwatches
Qian Zhang: Shanghai Jiao Tong University; Dong Wang: Shanghai Jiao Tong University; Run Zhao: Shanghai Jiao Tong University; Yinggang Yu: Shanghai Jiao Tong University; Jiazhen Jing: Shanghai JiaoTong University
FaceSense: Sensing Face Touch with an Ear-worn System
Vimal Kakaraparthi: University of Colorado Boulder; Qijia Shao: Dartmouth College; Charles J. Carver: Dartmouth College; Tien Pham: University of Texas at Arlington; Nam Bui: University of Colorado Boulder; VP Nguyen: University of Texas at Arlington; Xia Zhou: Dartmouth College; Tam Vu: Oxford University
Human Activity Recognition I - C
Teaching RF to Sense without RF Training Measurements
Hong Cai, Belal Korany, Chitra R. Karanam, Yasamin Mostofi
CrowdAct: Achieving High-Quality Crowdsourced Datasets in Mobile Activity Recognition
Nattaya Mairittha, Tittaya Mairittha, Paula Lago, Sozo Inoue
Designing Kitchen Technologies for Ageing in Place: A Video Study of Older Adults’ Cooking at Home
Sanna Kuoppamäki, Sylvaine Tuncer, Sara Eriksson, Donald Mcmillan
Overthere : A Simple and Intuitive Object Registration Method for an Absolute Mid-air Pointing Interface
Hyunggoog Seo: KAIST; Jaedong Kim: KAIST; Kwanggyoon Seo: KAIST; Bumki Kim: KAIST; Junyong Noh: KAIST
Fast Deep Neural Architecture Search for Wearable Activity Recognition by Early Prediction of Converged Performance
Atsuhiro Fujii: Ritsumeikan University; Kazuya Murao: Ritsumeikan University; Naoji Matsuhisa: Keio University
Human Mobility - C
When Sharing Economy Meets IoT: Towards Fine-grained Urban Air quality Monitoring through Mobile Crowdsensing on Bike-share System
Di Wu, Tao Xiao, Xuewen Liao, Jie Luo, Chao Wu, Shigeng Zhang, Yong Li, Yike Guo
Modelling Memory for Individual Re-identification in Decentralised Mobile Contact Tracing Applications
Luca Bedogni, Shakila Khan Rumi, Flora D. Salim
Full-Dimension Relative Positioning for RFID-Enabled Self-Checkout Services
Chunhui Duan, Jiajun Liu, Xuan Ding, Zhenhua Li, Yunhao Liu
Who Will Survive and Revive Undergoing the Epidemic: Analyses about POI Visit Behavior inWuhan via Check-in Records
Zhenyu Han, Haohan Fu, Fengli Xu, Zhen Tu, Yang Yu. Pan Hui, Ben Y. Zhao, Yong Li
Wellbeing - C
Outliers in Smartphone Sensor Data Reveal Outliers in Daily Happiness
Teodora Sandra Buda, Mohammed Khwaja, Aleksander Matic
One More Bite? Inferring Food Consumption Level of College Students Using Smartphone Sensing and Self-Reports
Lakmal Meegahapola, Salvador Ruiz-Correa, Viridiana Del Carmen Robledo-Valero, Emilio Ernesto Hernandez-Huerfano, Leonardo Alvarez-Rivera, Ronald Chenu-Abente, Daniel Gatica-Perez
Accurate Reaction Times on Smartphones: The Challenges of Developing a Mobile Psychomotor Vigilance Task
Mel Arthurs: Insight Centre for Data Analytics; Jose Juan Dominguez Veiga: Dublin City University; Tomas E Ward: Dublin City University
Tunnel Vision -- Dynamic Peripheral Vision Blocking Glasses for Reducing Motion Sickness Symptoms
Kiichi Shirai: 1-1-1 Nojihigashi; Kyosuke Futami: 1-1-1 Nojihigashi; Kazuya Murao: Ritsumeikan University
Human Activity Recognition II - C
Multimodal Joint Head Orientation Estimation in Interacting Groups via Proxemics and Interaction Dynamics
Stephanie Tan, David M.J. Tax, Hayley Hung
Unsupervised Human Activity Representation Learning with Multi-task Deep Clustering
Haojie Ma, Zhijie Zhang, Wenzhong Li, Sanglu Lu
Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data
Chongyang Wang, Yuan Gao, Akhil Mathur, Amanda C. De C. Williams, Nicholas D. Lane, Nadia Bianchi-Berthouze
Self-supervised Learning for Reading Activity Classification
Md. Rabiul Islam: Osaka Prefecture University; Shuji Sakamoto: Osaka Prefecture University; Yoshihiro Yamada: Osaka Prefecture University; Andrew W. Vargo: Osaka Prefecture University; Motoi Iwata: Osaka Prefecture University; Masakazu Iwamura: Osaka Prefecture University; Koichi Kise: Osaka Prefecture University
Improving Deep Learning for HAR with shallow LSTMs
Florian Wolling: University of Siegen; Cong Dat Huynh: University of Siegen; Kristof Van Laerhoven: University of Siegen
Human & Urban Mobility - C
RF-Identity: Non-Intrusive Person Identification Based on Commodity RFID Devices
Chao Feng, Jie Xiong, Liqiong Chang, Fuwei Wang, Ju Wang, Dingyi Fang
Passive Health Monitoring Using Large Scale Mobility Data
Yunke Zhang, Fengli Xu, Tong Li, Vassilis Kostakos, Pan Hui, Yong Li
UVLens: Urban Village Boundary Identification and Population Estimation Leveraging Open Government Data
urban village, population estimation, heterogeneous data, urban computing
How Low Can You Go? Performance Trade-offs in Low-Resolution Thermal Sensors for Occupancy Detection: A Systematic Evaluation
Mikko Juhani Rinta-Homi: University of Helsinki; Naser Hossein Motlagh: University of Helsinki; Agustin Zuniga: University of Helsinki; Huber Flores: University of Tartu; Petteri Nurmi: University of Helsinki
Security & Authentication - A
Not Quite Yourself Today: Behaviour-Based Continuous Authentication in IoT Environments
Andraž Krašovec, Daniel Pellarini, Dimitrios Geneiatakis, Gianmarco Baldini, Veljko Pejović
Aquilis: Using Contextual Integrity for Privacy Protection on Mobile Devices
Abhishek Kumar, Tristan Braud, Young D. Kwon, Pan Hui,
BlinKey: A Two-Factor User Authentication Method for Virtual Reality Devices
Huadi Zhu, Wenqiang Jin, Mingyan Xiao, Srinivasan Murali, Ming Li
S3: Side-Channel Attack on Stylus Pencil through Sensors
Habiba Farrukh, Tinghan Yang, Hanwen Xu, Yuxuan Yin, He Wang, Z. Berkay Celik
Voice In Ear: Spoofing-Resistant and Passphrase-Independent Body Sound Authentication
Yang Gao, Yincheng Jin, Jagmohan Chauhan, Seokmin Choi, Jiyang Li, Zhangpeng Jin
Public Displays & AR/VR - A
To See or Not to See: Exploring Inattentional Blindness for the Design of Unobtrusive Interfaces in Shared Public Places
Linda Hirsch, Christina Schneegass, Robin Welsch, Andreas Butz
Orbuculum – Predicting When Users Intend to Leave Large Public Displays
Florian Alt, Daniel Buschek, David Heuss, Jörg Müller
CoolMoves: User Motion Accentuation in Virtual Reality
Karan Ahuja, Eyal Ofek, Mar Gonzalez-Franco, Christian Holz, Andrew D. Wilson
Inverse Foraging: Inferring Users’ Interest in Pervasive Displays
Maria L. Montoya Freire: Aalto University; Antti Oulasvirta: Aalto University; Mario Di Francesco: Aalto University
Duco: Autonomous Large-Scale Direct-Circuit-Writing (DCW) on Vertical Everyday Surfaces Using A Scalable Hanging Plotter
Tingyu Cheng: Georgia Institution of Techonology; Bu Li: Georgia Institution of Techonology; Yang Zhang: University of California, Los Angeles ; Yunzhi Li: Georgia Institute of Technology; Charles Ramey: Georgia Institute of Technology; Eui Min Jung: Georgia Institution of Techonology; Yepu Cui: Georgia Institution of Techonology; Sai Ganesh Swaminathan: Carnegie Mellon University; Youngwook Do: Georgia Institute of Technology; Manos Tentzeris: Georgia Institute of Technology; Gregory D. Abowd: Georgia Institute of Technology; HyunJoo Oh: Georgia Institute of Technology
A Pilot Study using Covert Visuospatial Attention as an EEG- based Brain Computer Interface to Enhance AR Interaction
In this work we propose a prototype which combines an existing augmented reality (AR) headset, the Microsoft HoloLens 2, with an electroencephalogram (EEG) Brain-Computer Interface (BCI) system based on covert visuospatial attention (CVSA) – a process of focusing attention on different regions of the visual field without overt eye movements. In this work we did not rely on any stimulus-driven responses. Fourteen participants were able to test the system over the course of two days. To the best of our knowledge, this system is the first AR EEG-BCI integrated prototype that explores the complementary features of the AR headset like HoloLens 2 and the CVSA paradigm.
Gesture Recognition - A
Real-time Arm Gesture Recognition in Smart Home Scenarios via Millimeter Wave Sensing
Haipeng Liu, Yuhengwang, Anfuzhou,Hanyue He, Weiwang, Kunpengwang, Peilin Pan, Yixuan Lu, Liang Liu, Huadong Ma
Pantomime: Mid-Air Gesture Recognition with Sparse Millimeter-Wave Radar Point Clouds
Sameera Palipana, Dariush Salami, Luis A. Leiva, Stephan Sigg
A Feature Adaptive Learning Method for High-Density sEMG-Based Gesture Recognition
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Ruizhe Sun, Bixiao Zeng
ViFin: Harness Passive Vibration to Continuous Micro Finger Writing with a Commodity Smartwatch
Wenqiang Chen, Lin Chen, Meiyi Ma, Farshid Salemi Parizi, Shwetak Patel, John Stankovic
Watching Your Phone’s Back: Gesture Recognition by Sensing Acoustical Structure-borne Propagation
Lei Wang, Xiang Zhang, Yuanshuang Jiang, Yong Zhang, Chenren Xu, Ruiyang Gao, Daqing Zhang
Privacy - A
Where You Go Matters: A Study on the Privacy Implications of Continuous Location Tracking
Benjamin Baron, Mirco Musolesi
EDEN: Enforcing Location Privacy through Re-identification Risk Assessment: A Federated Learning Approach
Besma Khalfoun, Sonia Ben Mokhtar, Sara Bouchenak, Vlad Nitu
The Crowd Wisdom for Location Privacy of Crowdsensing Photos: Spear or Shield?
Tongqing Zhou: National University of Defense Technology; Zhiping Cai: National University of Defense Technology; Fang Liu: Hunan University
Is Someone Listening? Audio Related Privacy Perceptions and Design Recommendations from Guardians, Pragmatists, and Cynics
Julia C. Dunbar: University of Washington; Emily Bascom: University of Washington; Ashley Boone: PRA Health Sciences; Alexis Hiniker: University of Washington
Honeysuckle: Annotation-Guided Code Generation of In-App Privacy Notices
Tianshi Li: Carnegie Mellon University; Elijah B Neundorfer: TSYS School of Computer Science; Yuvraj Agarwal: Carnegie Mellon University; Jason I. Hong: Carnegie Mellon University
Who Am I? A Design Probe Exploring Real-Time Transparency About Online and Offline User Profiling Underlying Targeted Ads
Natã M. Barbosa: University of Illinois at Urbana-Champaign; Gang Wang: University of Illinois at Urbana-Champaign; Blase Ur: University of Chicago; Yang Wang: University of Illinois at Urbana-Champaign
Tactile & Wearable Interfaces - A
Designing Interactions beyond Conscious Control: A New Model for Wearable Interfaces
Abhinandan Jain, Adam Haar Horowitz, Felix Schoeller, Sang-won Leigh, Pattie Maes, Misha Sra
VibroMap: Understanding the Spacing of Vibrotactile Actuators across the Body
Hesham Elsayed, Martin Weigel, Florian Müller, Martin Schmitz, Karola Marky, Sebastian Günther, Jan Riemann, Max Mühlhäuser
ShadowSense: Detecting Human Touch in a Social Robot Using Shadow Image Classification
Yuhan Hu, Sara Maria Bejarano, Guy Hoffman
Investigating the Effect of Sensory Concurrency on Learning Haptic Spatiotemporal Signals
Iain Carson, Aaron Quigley, Loraine Clarke, Ute Hinrichs
User Expectations and Mental Models for Communicating Emotions through Compressive & Warm Affective Garment Actuation
Esther W. Foo, Lucy E. Dunne, Brad Holschuh
Where Should I Look? Comparing Reference Frames for Spatial Tactile Cues
Kiichi Shirai: 1-1-1 Nojihigashi; Kyosuke Futami: 1-1-1 Nojihigashi; Kazuya Murao: Ritsumeikan University
Wearable Computing - A
A Survey and Taxonomy of Electronics Toolkits for Interactive and Ubiquitous Device Prototyping
Mannu Lambrichts, Raf Ramakers, Steve Hodges, Sven Coppers, James Devine
Delocalizing Strain in Interconnected Joints of On-Skin Interfaces
Juan Felipe Vargas: Deutsches Forschungszentrum für Künstliche Intelligenz; Bo Zhou: German Research Center for Artificial Intelligence (DFKI); Hymalai Bello: DFKI Kaiserslautern; Paul Lukowicz: DFKI
Brainwear: towards multi-modal garment integrated EEG
Juan Felipe Vargas: Deutsches Forschungszentrum für Künstliche Intelligenz; Bo Zhou: German Research Center for Artificial Intelligence (DFKI); Hymalai Bello: DFKI Kaiserslautern; Paul Lukowicz: DFKI
Simulation of garment-embedded contact sensor performance under motion dynamics
Kiichi Shirai: 1-1-1 Nojihigashi; Kyosuke Futami: 1-1-1 Nojihigashi; Kazuya Murao: Ritsumeikan University
A 10-Year Review of the Methods and Purposes of On-Skin Interface Research in ACM SIGCHI
This paper aims to organize research from Association for Computing Machinery Special Interest Group on Computer–Human Interaction (ACM SIGCHI) associated conferences that have significant impact on on-skin interfaces. We performed a systematic review of the ACM database and identified 68 on-skin related publications between January 2010 to May 2021. The publications are categorized, evaluated, and compared over time and by conference. Citation impact of each paper is assessed revealing trends in the field and reflected onto the general community. Through extensive data collection, we present a thorough analysis of on-skin interfaces’ development in the past decade.
Security & Authentication - B
TouchID: User Authentication on Mobile Devices via Inertial-Touch Gesture Analysis
Xinchen Zhang, Yafeng Yin, Lei Xie, Hao Zhang, Zefan Ge, Sanglu Lu
BlinKey: A Two-Factor User Authentication Method for Virtual Reality Devices
Huadi Zhu, Wenqiang Jin, Mingyan Xiao, Srinivasan Murali, Ming Li
S3: Side-Channel Attack on Stylus Pencil through Sensors
Habiba Farrukh, Tinghan Yang, Hanwen Xu, Yuxuan Yin, He Wang, Z. Berkay Celik
Voice In Ear: Spoofing-Resistant and Passphrase-Independent Body Sound Authentication
Yang Gao, Yincheng Jin, Jagmohan Chauhan, Seokmin Choi, Jiyang Li, Zhangpeng Jin
Fine-Grained and Context-Aware Behavioral Biometrics for Pattern Lock on Smartphones
Dai Shi, Dan Tao, Jiangtao Wang, Muyan Yao, Zhibo Wang, Houjin Chen, Sumi Helal
IriTrack: Face Presentation Attack Detection Using Iris Tracking
Meng Shen, Yaqian Wei, Zelin Liao, Liehuang Zhu
Public Displays & AR/VR - B
BitLight: Turning DLP Projections into an Interactive Surface through Bit-level Light Encoding
Song Liu, Tian He
LSVP: Towards Effective On-the-go Video Learning Using Optical Head-Mounted Displays
Ashwin Ram, Shengdong Zhao
CoolMoves: User Motion Accentuation in Virtual Reality
Karan Ahuja, Eyal Ofek, Mar Gonzalez-Franco, Christian Holz, Andrew D. Wilson
Douleur: Creating Pain Sensation with Chemical Stimulant to Enhance User Experience in Virtual Reality
Chutian Jiang, Yanjun Chen, Mingming Fan, Liuping Wang, Luyao Shen, Nianlong Li, Wei Sun, Yu Zhang, Feng Tian, Teng Han
Duco: Autonomous Large-Scale Direct-Circuit-Writing (DCW) on Vertical Everyday Surfaces Using A Scalable Hanging Plotter
Tingyu Cheng: Georgia Institution of Techonology; Bu Li: Georgia Institution of Techonology; Yang Zhang: University of California, Los Angeles ; Yunzhi Li: Georgia Institute of Technology; Charles Ramey: Georgia Institute of Technology; Eui Min Jung: Georgia Institution of Techonology; Yepu Cui: Georgia Institution of Techonology; Sai Ganesh Swaminathan: Carnegie Mellon University; Youngwook Do: Georgia Institute of Technology; Manos Tentzeris: Georgia Institute of Technology; Gregory D. Abowd: Georgia Institute of Technology; HyunJoo Oh: Georgia Institute of Technology
A Pilot Study using Covert Visuospatial Attention as an EEG- based Brain Computer Interface to Enhance AR Interaction
In this work we propose a prototype which combines an existing augmented reality (AR) headset, the Microsoft HoloLens 2, with an electroencephalogram (EEG) Brain-Computer Interface (BCI) system based on covert visuospatial attention (CVSA) – a process of focusing attention on different regions of the visual field without overt eye movements. In this work we did not rely on any stimulus-driven responses. Fourteen participants were able to test the system over the course of two days. To the best of our knowledge, this system is the first AR EEG-BCI integrated prototype that explores the complementary features of the AR headset like HoloLens 2 and the CVSA paradigm.
Gesture Recognition - B
GAN-based Style Transformation to Improve Gesture-recognition Accuracy
Noeru Suzuki, Yuki Watanabe, Atsushi Nakazawa
CrossGR: Accurate and Low-cost Cross-target Gesture Recognition Using Wi-Fi
Xinyi Li, Liqiong Chang, Fangfang Song, Ju Wang, Xiaojiang Chen, Zhanyong Tang, Zheng Wang
Pantomime: Mid-Air Gesture Recognition with Sparse Millimeter-Wave Radar Point Clouds
Sameera Palipana, Dariush Salami, Luis A. Leiva, Stephan Sigg
ViFin: Harness Passive Vibration to Continuous Micro Finger Writing with a Commodity Smartwatch
Wenqiang Chen, Lin Chen, Meiyi Ma, Farshid Salemi Parizi, Shwetak Patel, John Stankovic
Towards Position-Independent Sensing for Gesture Recognition with Wi-Fi
Ruiyang Gao, Mi Zhang, Jie Zhang, Yang Li, Enze Yi, Dan Wu, Leye Wang, Daqing Zhang
Privacy - B
PMC: A Privacy-preserving Deep Learning Model Customization Framework for Edge Computing
Bingyan Liu, Yuanchun Li, Yunxin Liu, Yao Guo, Xiangqun Chen
PREFER: Point-of-interest REcommendation with efficiency and privacy-preservation via Federated Edge leaRning
Yeting Guo, Fang Liu, Zhiping Cai, Hui Zeng, Li Chen, Tongqing Zhou, Nong Xiao
Unravelling Spatial Privacy Risks of Mobile Mixed Reality Data
Jaybie Agullo De Guzman, Aruna Seneviratne, Kanchana Thilakarathna
Is Someone Listening? Audio Related Privacy Perceptions and Design Recommendations from Guardians, Pragmatists, and Cynics
Julia C. Dunbar: University of Washington; Emily Bascom: University of Washington; Ashley Boone: PRA Health Sciences; Alexis Hiniker: University of Washington
Honeysuckle: Annotation-Guided Code Generation of In-App Privacy Notices
Tianshi Li: Carnegie Mellon University; Elijah B Neundorfer: TSYS School of Computer Science; Yuvraj Agarwal: Carnegie Mellon University; Jason I. Hong: Carnegie Mellon University
Who Am I? A Design Probe Exploring Real-Time Transparency About Online and Offline User Profiling Underlying Targeted Ads
Natã M. Barbosa: University of Illinois at Urbana-Champaign; Gang Wang: University of Illinois at Urbana-Champaign; Blase Ur: University of Chicago; Yang Wang: University of Illinois at Urbana-Champaign
Tactile & Wearable Interfaces - B
ScraTouch: Extending Interaction Technique Using Fingernail on Unmodified Capacitive Touch Surfaces
Kaori Ikematsu: Yahoo Japan Corporation; Shota Yamanaka: Yahoo Japan Corporation
Designing Interactions beyond Conscious Control: A New Model for Wearable Interfaces
Abhinandan Jain, Adam Haar Horowitz, Felix Schoeller, Sang-won Leigh, Pattie Maes, Misha Sra
QwertyRing: Text Entry on Physical Surfaces Using a Ring
Yizheng Gu, Chun Yu, Zhipeng Li, Zhaoheng Li, Xiaoying Wei, Yuanchun Shi
ShadowSense: Detecting Human Touch in a Social Robot Using Shadow Image Classification
Yuhan Hu, Sara Maria Bejarano, Guy Hoffman
Where Should I Look? Comparing Reference Frames for Spatial Tactile Cues
Kiichi Shirai: 1-1-1 Nojihigashi; Kyosuke Futami: 1-1-1 Nojihigashi; Kazuya Murao: Ritsumeikan University
A Method to Manipulate Subjective Time by using Tactile Stimuli of Wearable Device
There are situations where it would be desirable to manipulate the subjective time, and many studies have proposed methods to manipulate the subjective time for purposes such as reducing waiting time. However, it isn't easy to use previous methods in various situations because most of them use visual and auditory information. This study proposes a method to manipulate the subjective time by tactile stimuli of wrist-worn devices. Since wrist-worn devices such as smartwatches are widely used and can present tactile stimuli at any time, our method can be used without blocking visual or auditory perception channels. We designed tactile stimuli presentation methods that change the number of stimuli. The evaluation result clarified the elements of tactile stimuli that intentionally changed the subjective time and confirmed that our method could change the subjective time by about 21% (from -3% to 18%). Since few studies focused on the phenomenon that the subjective time changes depending on tactile stimuli of information devices, our study can contribute to designing information devices and user experiences.
Wearable Computing - B
MorphingCircuit: An Integrated Design, Simulation, and Fabrication Workflow for Self-morphing Electronics
Guanyun Wang, Fang Qin,. Haolin Liu, Ye Tao, Yang Zhang, Yongjie Jessica Zhang, Lining Yao
FabHandWear : An End-to-End Pipeline from Design to Fabrication of Customized Functional HandWearables
Luis Paredes, Sai Swarup Reddy, Subramanian Chidambaram, Devashri Vagholkar, Yunbo Zhang, Bedrich Benes, Karthik Ramani
Delocalizing Strain in Interconnected Joints of On-Skin Interfaces
Juan Felipe Vargas: Deutsches Forschungszentrum für Künstliche Intelligenz; Bo Zhou: German Research Center for Artificial Intelligence (DFKI); Hymalai Bello: DFKI Kaiserslautern; Paul Lukowicz: DFKI
A 10-Year Review of the Methods and Purposes of On-Skin Interface Research in ACM SIGCHI
This paper aims to organize research from Association for Computing Machinery Special Interest Group on Computer–Human Interaction (ACM SIGCHI) associated conferences that have significant impact on on-skin interfaces. We performed a systematic review of the ACM database and identified 68 on-skin related publications between January 2010 to May 2021. The publications are categorized, evaluated, and compared over time and by conference. Citation impact of each paper is assessed revealing trends in the field and reflected onto the general community. Through extensive data collection, we present a thorough analysis of on-skin interfaces’ development in the past decade.
Security & Authentication - C
Not Quite Yourself Today: Behaviour-Based Continuous Authentication in IoT Environments
Andraž Krašovec, Daniel Pellarini, Dimitrios Geneiatakis, Gianmarco Baldini, Veljko Pejović
Aquilis: Using Contextual Integrity for Privacy Protection on Mobile Devices
Abhishek Kumar, Tristan Braud, Young D. Kwon, Pan Hui,
TouchID: User Authentication on Mobile Devices via Inertial-Touch Gesture Analysis
Xinchen Zhang, Yafeng Yin, Lei Xie, Hao Zhang, Zefan Ge, Sanglu Lu
Fine-Grained and Context-Aware Behavioral Biometrics for Pattern Lock on Smartphones
Dai Shi, Dan Tao, Jiangtao Wang, Muyan Yao, Zhibo Wang, Houjin Chen, Sumi Helal
IriTrack: Face Presentation Attack Detection Using Iris Tracking
Meng Shen, Yaqian Wei, Zelin Liao, Liehuang Zhu
Public Displays & AR/VR - C
BitLight: Turning DLP Projections into an Interactive Surface through Bit-level Light Encoding
Song Liu, Tian He
To See or Not to See: Exploring Inattentional Blindness for the Design of Unobtrusive Interfaces in Shared Public Places
Linda Hirsch, Christina Schneegass, Robin Welsch, Andreas Butz
LSVP: Towards Effective On-the-go Video Learning Using Optical Head-Mounted Displays
Ashwin Ram, Shengdong Zhao
Orbuculum – Predicting When Users Intend to Leave Large Public Displays
Florian Alt, Daniel Buschek, David Heuss, Jörg Müller
Douleur: Creating Pain Sensation with Chemical Stimulant to Enhance User Experience in Virtual Reality
Chutian Jiang, Yanjun Chen, Mingming Fan, Liuping Wang, Luyao Shen, Nianlong Li, Wei Sun, Yu Zhang, Feng Tian, Teng Han
Inverse Foraging: Inferring Users’ Interest in Pervasive Displays
Maria L. Montoya Freire: Aalto University; Antti Oulasvirta: Aalto University; Mario Di Francesco: Aalto University
Gesture Recognition - C
Real-time Arm Gesture Recognition in Smart Home Scenarios via Millimeter Wave Sensing
Haipeng Liu, Yuhengwang, Anfuzhou,Hanyue He, Weiwang, Kunpengwang, Peilin Pan, Yixuan Lu, Liang Liu, Huadong Ma
GAN-based Style Transformation to Improve Gesture-recognition Accuracy
Noeru Suzuki, Yuki Watanabe, Atsushi Nakazawa
CrossGR: Accurate and Low-cost Cross-target Gesture Recognition Using Wi-Fi
Xinyi Li, Liqiong Chang, Fangfang Song, Ju Wang, Xiaojiang Chen, Zhanyong Tang, Zheng Wang
A Feature Adaptive Learning Method for High-Density sEMG-Based Gesture Recognition
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Ruizhe Sun, Bixiao Zeng
Towards Position-Independent Sensing for Gesture Recognition with Wi-Fi
Ruiyang Gao, Mi Zhang, Jie Zhang, Yang Li, Enze Yi, Dan Wu, Leye Wang, Daqing Zhang
Watching Your Phone’s Back: Gesture Recognition by Sensing Acoustical Structure-borne Propagation
Lei Wang, Xiang Zhang, Yuanshuang Jiang, Yong Zhang, Chenren Xu, Ruiyang Gao, Daqing Zhang
Privacy - C
PMC: A Privacy-preserving Deep Learning Model Customization Framework for Edge Computing
Bingyan Liu, Yuanchun Li, Yunxin Liu, Yao Guo, Xiangqun Chen
Where You Go Matters: A Study on the Privacy Implications of Continuous Location Tracking
Benjamin Baron, Mirco Musolesi
PREFER: Point-of-interest REcommendation with efficiency and privacy-preservation via Federated Edge leaRning
Yeting Guo, Fang Liu, Zhiping Cai, Hui Zeng, Li Chen, Tongqing Zhou, Nong Xiao
Unravelling Spatial Privacy Risks of Mobile Mixed Reality Data
Jaybie Agullo De Guzman, Aruna Seneviratne, Kanchana Thilakarathna
EDEN: Enforcing Location Privacy through Re-identification Risk Assessment: A Federated Learning Approach
Besma Khalfoun, Sonia Ben Mokhtar, Sara Bouchenak, Vlad Nitu
The Crowd Wisdom for Location Privacy of Crowdsensing Photos: Spear or Shield?
Tongqing Zhou: National University of Defense Technology; Zhiping Cai: National University of Defense Technology; Fang Liu: Hunan University
Tactile & Wearable Interfaces - C
ScraTouch: Extending Interaction Technique Using Fingernail on Unmodified Capacitive Touch Surfaces
Kaori Ikematsu: Yahoo Japan Corporation; Shota Yamanaka: Yahoo Japan Corporation
VibroMap: Understanding the Spacing of Vibrotactile Actuators across the Body
Hesham Elsayed, Martin Weigel, Florian Müller, Martin Schmitz, Karola Marky, Sebastian Günther, Jan Riemann, Max Mühlhäuser
QwertyRing: Text Entry on Physical Surfaces Using a Ring
Yizheng Gu, Chun Yu, Zhipeng Li, Zhaoheng Li, Xiaoying Wei, Yuanchun Shi
Investigating the Effect of Sensory Concurrency on Learning Haptic Spatiotemporal Signals
Iain Carson, Aaron Quigley, Loraine Clarke, Ute Hinrichs
User Expectations and Mental Models for Communicating Emotions through Compressive & Warm Affective Garment Actuation
Esther W. Foo, Lucy E. Dunne, Brad Holschuh
A Method to Manipulate Subjective Time by using Tactile Stimuli of Wearable Device
There are situations where it would be desirable to manipulate the subjective time, and many studies have proposed methods to manipulate the subjective time for purposes such as reducing waiting time. However, it isn't easy to use previous methods in various situations because most of them use visual and auditory information. This study proposes a method to manipulate the subjective time by tactile stimuli of wrist-worn devices. Since wrist-worn devices such as smartwatches are widely used and can present tactile stimuli at any time, our method can be used without blocking visual or auditory perception channels. We designed tactile stimuli presentation methods that change the number of stimuli. The evaluation result clarified the elements of tactile stimuli that intentionally changed the subjective time and confirmed that our method could change the subjective time by about 21% (from -3% to 18%). Since few studies focused on the phenomenon that the subjective time changes depending on tactile stimuli of information devices, our study can contribute to designing information devices and user experiences.
Wearable Computing - C
MorphingCircuit: An Integrated Design, Simulation, and Fabrication Workflow for Self-morphing Electronics
Guanyun Wang, Fang Qin,. Haolin Liu, Ye Tao, Yang Zhang, Yongjie Jessica Zhang, Lining Yao
A Survey and Taxonomy of Electronics Toolkits for Interactive and Ubiquitous Device Prototyping
Mannu Lambrichts, Raf Ramakers, Steve Hodges, Sven Coppers, James Devine
FabHandWear : An End-to-End Pipeline from Design to Fabrication of Customized Functional HandWearables
Luis Paredes, Sai Swarup Reddy, Subramanian Chidambaram, Devashri Vagholkar, Yunbo Zhang, Bedrich Benes, Karthik Ramani
Brainwear: towards multi-modal garment integrated EEG
Juan Felipe Vargas: Deutsches Forschungszentrum für Künstliche Intelligenz; Bo Zhou: German Research Center for Artificial Intelligence (DFKI); Hymalai Bello: DFKI Kaiserslautern; Paul Lukowicz: DFKI
Simulation of garment-embedded contact sensor performance under motion dynamics
Kiichi Shirai: 1-1-1 Nojihigashi; Kyosuke Futami: 1-1-1 Nojihigashi; Kazuya Murao: Ritsumeikan University
Localization and Motion Tracking - A
Acoustic Strength-based Motion Tracking
Linfei Ge, Qian Zhang, Jin Zhang, Qianyi Huang
3D Point Cloud Generation with Millimeter-Wave Radar
Kun Qian, Zhaoyuan He, Xinyu Zhang
Towards Finding the Optimum Position in the Visual Field for a Head Worn Display Used for Task Guidance with Non-registered Graphics
Georgianna Lin, Malcolm Haynes, Sarthak Srinivas, Pramod Kotipalli, Thad Starner
TagFi: Locating Ultra-Low Power WiFi Tags Using Unmodified WiFi Infrastructure
Elahe Soltanaghaei, Adwait Dongare, Akarsh Prabhakara, Swarun Kumar, Anthony Rowe, Kamin Whitehouse
ULoc: Low-Power, Scalable and cm-Accurate UWB-Tag Localization and Tracking for Indoor Applications
Minghui Zhao: University of California San Diego; Tyler Chang: University of California, San Diego; Aditya Arun: University of California, San Diego; Roshan Ayyalasomayajula: University of California San Diego; Chi Zhang: University of California San Diego; Dinesh Bharadia: University of California San Diego
ISACS: In-Store Autonomous Checkout System for Retail
Joao Diogo Falcao: Carnegie Mellon University; Carlos Ruiz: AiFi Inc.; Adeola M Bannis: Carnegie Mellon University; Hae Young Noh: Stanford; Pei Zhang: University of Michigan
Wearable Interaction - A
Wearable Computing Technology for Assessment of Cognitive Functioning of Bipolar Patients and Healthy Controls
Pegah Hafiz, Kamilla Woznica Miskowiak, Alban Maxhuni, Lars Vedel Kessing, Jakob Eyvind Bardram
DualRing: Enabling Subtle and Expressive Hand Interaction with Dual IMU Rings
Chen Liang: Tsinghua University; Chun Yu: Tsinghua University; Yue Qin: Tsinghua University; Yuntao Wang: Tsinghua University; Yuanchun Shi: Tsinghua University
Anti-Spoofing Voice Commands: A Generic Wireless Assisted Design
Cui Zhao: Xi'an Jiaotong University; Zhenjiang Li: City University of Hong Kong; Han Ding: Xi'an Jiaotong University; Wei Xi: Xi'an Jiaotong University; Ge Wang: Xi'an Jiaotong University; Jizhong Zhao: Xi'an Jiaotong University
OpiTrack: A Wearable-based Clinical Opioid Use Tracker with Temporal Convolutional Attention Networks
Bhanu Teja Gullapalli: University of Massachusetts, Amherst; Stephanie Carreiro: University of Massachusetts Medical School; Brittany P Chapman: University of Massachusetts Medical School; Deepak Ganesan: University of Massachusetts, Amherst; Jan Sjoquist: University of Massachusetts Medical School; Tauhidur Rahman: University of Massachusetts Amherst
Exploiting the Slowness of Electrochromic Displays
Atsuhiro Fujii: Ritsumeikan University; Kazuya Murao: Ritsumeikan University; Naoji Matsuhisa: Keio University
Health I - A
Person-Centered Predictions of Psychological Constructs with Social Media Contextualized by Multimodal Sensing
Koustuv Saha, Ted Grover, Stephen M. Mattingly, Vedant Das Swain, Pranshu Gupta, Gonzalo J. Martinez, Pablo Robles-Granda, Gloria Mark, Aaron Striegel, Munmun De Choudhury
Leveraging Collaborative-Filtering for Personalized Behavior Modeling: A Case Study of Depression Detection among College Students
Xuhai Xu, Prerna Chikersal, Janine M. Dutcher, Yasaman S. Sefidgar, Woosuk Seo, Michael J. Tumminia, Daniella K. Villalba, Sheldon Cohen, Kasey G. Creswell, J.David Creswell, Afsaneh Doryab, Paula S. Nurius, Eve Riskin, Anind K. Dey, Jennifer Mankoff
Detecting Receptivity for mHealth Interventions in the Natural Environment
Varun Mishra, Florian Künzler, Jan-Niklas Kramer, Elgar Fleisch, Tobias Kowatsch, David Kotz
Exploration of Person-Independent BCIs for Internal and External Attention-Detection in Augmented Reality
Lisa-Marie Vortmann, Felix Putze
Cardiopulmonary Resuscitation Support: Comparison of Wrist-, Chest-, and Ear-Worn Devices and Estimation Algorithms
Juan Felipe Vargas: Deutsches Forschungszentrum für Künstliche Intelligenz; Bo Zhou: German Research Center for Artificial Intelligence (DFKI); Hymalai Bello: DFKI Kaiserslautern; Paul Lukowicz: DFKI
Detecting Freezing of Gait with Earables Trained from VR Motion Capture Data
Kunpeng Huang: Cornell University; Md Tahmidul Islam Molla: Cornell University; Kat Roberts: Cornell University; Pin-Sung Ku: Cornell University; Aditi Galada: Cornell University; Cindy Hsin-Liu Kao: Cornell University
Wearable Devices & Sensing - A
IBSync: Intra-body Synchronization of Wearable Devices Using Artificial ECG Landmarks
Florian Wolling: University of Siegen; Cong Dat Huynh: University of Siegen; Kristof Van Laerhoven: University of Siegen
HeatSight: Wearable Low-power Omni Thermal Sensing
Atsuhiro Fujii: Ritsumeikan University; Kazuya Murao: Ritsumeikan University; Naoji Matsuhisa: Keio University
disp2ppg: Pulse Wave Generation to PPG Sensor using Display
Atsuhiro Fujii: Ritsumeikan University; Kazuya Murao: Ritsumeikan University; Naoji Matsuhisa: Keio University
Self-supervised Wearable-based Activity Recognition by Learning to Predict Cross-Dimensional Motion
Kiichi Shirai: 1-1-1 Nojihigashi; Kyosuke Futami: 1-1-1 Nojihigashi; Kazuya Murao: Ritsumeikan University
Speech & Auditory Interaction - A
Hello There! Is Now a Good Time to Talk?: Opportune Moments for Proactive Interactions with Smart Speakers
Narae Cha, Auk Kim, Cheul Young Park, Soowon Kang, Mingyu Park, Jae-Gil Lee, Sangsu Lee, Uichin Lee
SoundLip: EnablingWord and Sentence-level Lip Interaction for Smart Devices
Qian Zhang, Dong Wang, Run Zhao, Yinggang Yu
AmbientBreath: Unobtrusive Just-in-time Breathing Intervention Using Multi-sensory Stimulation and its Evaluation in a Car Simulator
Jinmo Lee, Neska Elhaouij, Rosalind Picard
Learning When Agents Can Talk to Drivers using the INAGT Dataset and Multisensor Fusion
Tong Wu: Rutgers University; Nikolas Martelaro: Carnegie Mellon University; Simon Stent: Toyota Research Institute; Jorge Ortiz: Rutgers University; Wendy Ju: Cornell Tech
Sensing to Hear: Speech Enhancement for Mobile Devices Using Acoustic Signals
Qian Zhang: Shanghai Jiao Tong University; Dong Wang: Shanghai Jiao Tong University; Run Zhao: Shanghai Jiao Tong University; Yinggang Yu: Shanghai Jiao Tong University; Junjie Shen: Shanghai Jiao Tong University
Audio Keyword Reconstruction from On-Device Motion Sensor Signals via Neural Frequency Unfolding
Tianshi Wang: University of Illinois at Urbana-Champaign; Shuochao Yao: George Mason University; Shengzhong Liu: University of Illinois at Urbana-Champaign; Jinyang Li: University of Illinois at Urbana-Champaign; Dongxin Liu: University of Illinois at Urbana-Champaign; Huajie Shao: University of Illinois at Urbana-Champaign; Ruijie Wang: University of Illinois at Urbana-Champaign; Tarek Abdelzaher: University of Illinois at Urbana-Champaign
Health II - A
ApneaDetector: Detecting Sleep Apnea with Smartwatches
Xianda Chen, Yifei Xiao, Yeming Tang, Julio Fernandez-Mendoza, Guohong Cao
GlucoMine: A Case for Improving the Use of Wearable Device Data in Diabetes Management
Abigail Bartolome: Dartmouth College; Sahaj Shah: Dartmouth College; Temiloluwa Prioleau: Dartmouth College
CardiacWave: A mmWave-based Scheme of Non-Contact and High-Definition Heart Activity Computing
Chenhan Xu: University at buffalo; Huining Li: SUNY Buffalo; Zhengxiong Li: SUNY Buffalo; Hanbin Zhang: University at Buffalo; Aditya Singh Rathore: University at buffalo; Xingyu Chen: University at Buffalo; Kun Wang: University of California; MING-CHUN HUANG: Duke Kunshan University; Wenyao Xu: University at buffalo
Captivates: A Smart Eyeglass Platform for Across-Context Physiological Measurement
Patrick Chwalek: MIT Media Lab; David Ramsay: MIT Media Lab; Joe Paradiso: MIT Media Lab
ExpressEar: Sensing Fine-Grained Facial Expressions with Earables
Dhruv Verma: Indraprastha Institute of Information Technology; Sejal Bhalla: Indraprastha Institute of Information Technology; Dhruv Sahnan: Indraprastha Institute of Information Technology; Jainendra Shukla: Indraprastha Institute of Information Technology; Aman Parnami: Indraprastha Institute of Information Technology
Localization and Motion Tracking - B
Teacher Tracking with Integrity: What Indoor Positioning Can Reveal About Instructional Proxemics
Roberto Martinez-Maldonado, Katerina Mangaroska, Jurgen Schulte, Doug Elliott, Carmen Axisa, Simon Buckingham Shum
Peer-to-Peer Localization for Single-Antenna Devices
Xianan Zhang: Huazhong University of Science and Technology; Wei Wang: Huazhong University of Science and Technology; Xuedou Xiao: Huazhong University of Science and Technology; Hang Yang: Huazhong University of Science and Technology; Xinyu Zhang: University of California San Diego; Tao Jiang: Huazhong University of Science and Technology
3D Point Cloud Generation with Millimeter-Wave Radar
Kun Qian, Zhaoyuan He, Xinyu Zhang
TagFi: Locating Ultra-Low Power WiFi Tags Using Unmodified WiFi Infrastructure
Elahe Soltanaghaei, Adwait Dongare, Akarsh Prabhakara, Swarun Kumar, Anthony Rowe, Kamin Whitehouse
ULoc: Low-Power, Scalable and cm-Accurate UWB-Tag Localization and Tracking for Indoor Applications
Minghui Zhao: University of California San Diego; Tyler Chang: University of California, San Diego; Aditya Arun: University of California, San Diego; Roshan Ayyalasomayajula: University of California San Diego; Chi Zhang: University of California San Diego; Dinesh Bharadia: University of California San Diego
Wearable Interaction - B
Knitted Sensors: Designs and Novel Approaches for Real-Time, Real-World Sensing
Denisa Qori Mcdonald, Richard Vallett, Erin Solovey, Geneviève Dion, Ali Shokoufandeh
MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture
Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang
OpiTrack: A Wearable-based Clinical Opioid Use Tracker with Temporal Convolutional Attention Networks
Bhanu Teja Gullapalli: University of Massachusetts, Amherst; Stephanie Carreiro: University of Massachusetts Medical School; Brittany P Chapman: University of Massachusetts Medical School; Deepak Ganesan: University of Massachusetts, Amherst; Jan Sjoquist: University of Massachusetts Medical School; Tauhidur Rahman: University of Massachusetts Amherst
Exploiting the Slowness of Electrochromic Displays
Atsuhiro Fujii: Ritsumeikan University; Kazuya Murao: Ritsumeikan University; Naoji Matsuhisa: Keio University
Health I - B
User-Based Collaborative Filtering Mobile Health System
Hsien-Te Kao, Shen Yan, Homa Hosseinmardi, Shrikanth Narayanan, Kristina Lerman, Emilio Ferrara
ViscoCam: Smartphone-based Drink Viscosity Control Assistant for Dysphagia Patients
Kechang An, Qian Zhang, Elaine Kwong
WiPhone: Smartphone-based Respiration Monitoring Using Ambient Reflected WiFi Signals.
Jinyu Liu, Youwei Zeng, Tao Gu, Leye Wang, Daqing Zhang
Person-Centered Predictions of Psychological Constructs with Social Media Contextualized by Multimodal Sensing
Koustuv Saha, Ted Grover, Stephen M. Mattingly, Vedant Das Swain, Pranshu Gupta, Gonzalo J. Martinez, Pablo Robles-Granda, Gloria Mark, Aaron Striegel, Munmun De Choudhury
Leveraging Collaborative-Filtering for Personalized Behavior Modeling: A Case Study of Depression Detection among College Students
Xuhai Xu, Prerna Chikersal, Janine M. Dutcher, Yasaman S. Sefidgar, Woosuk Seo, Michael J. Tumminia, Daniella K. Villalba, Sheldon Cohen, Kasey G. Creswell, J.David Creswell, Afsaneh Doryab, Paula S. Nurius, Eve Riskin, Anind K. Dey, Jennifer Mankoff
Detecting Receptivity for mHealth Interventions in the Natural Environment
Varun Mishra, Florian Künzler, Jan-Niklas Kramer, Elgar Fleisch, Tobias Kowatsch, David Kotz
Wearable Devices & Sensing - B
IBSync: Intra-body Synchronization of Wearable Devices Using Artificial ECG Landmarks
Florian Wolling: University of Siegen; Cong Dat Huynh: University of Siegen; Kristof Van Laerhoven: University of Siegen
HeatSight: Wearable Low-power Omni Thermal Sensing
Atsuhiro Fujii: Ritsumeikan University; Kazuya Murao: Ritsumeikan University; Naoji Matsuhisa: Keio University
disp2ppg: Pulse Wave Generation to PPG Sensor using Display
Atsuhiro Fujii: Ritsumeikan University; Kazuya Murao: Ritsumeikan University; Naoji Matsuhisa: Keio University
Self-supervised Wearable-based Activity Recognition by Learning to Predict Cross-Dimensional Motion
Kiichi Shirai: 1-1-1 Nojihigashi; Kyosuke Futami: 1-1-1 Nojihigashi; Kazuya Murao: Ritsumeikan University
Speech & Auditory Interaction - B
Endophasia: Utilizing Acoustic-Based Imaging for Issuing Contact-Free Silent Speech Commands
Yongzhao Zhang, Wei-Hsiang Huang, Chih-Yun Yang, Wen-Ping Wang, Yi-Chao Chen, Chuang-Wen You, Da-Yuan Huang, Guangtao Zue, Jiadi Yu
AmbientBreath: Unobtrusive Just-in-time Breathing Intervention Using Multi-sensory Stimulation and its Evaluation in a Car Simulator
Jinmo Lee, Neska Elhaouij, Rosalind Picard
Learning When Agents Can Talk to Drivers using the INAGT Dataset and Multisensor Fusion
Tong Wu: Rutgers University; Nikolas Martelaro: Carnegie Mellon University; Simon Stent: Toyota Research Institute; Jorge Ortiz: Rutgers University; Wendy Ju: Cornell Tech
Audio Keyword Reconstruction from On-Device Motion Sensor Signals via Neural Frequency Unfolding
Tianshi Wang: University of Illinois at Urbana-Champaign; Shuochao Yao: George Mason University; Shengzhong Liu: University of Illinois at Urbana-Champaign; Jinyang Li: University of Illinois at Urbana-Champaign; Dongxin Liu: University of Illinois at Urbana-Champaign; Huajie Shao: University of Illinois at Urbana-Champaign; Ruijie Wang: University of Illinois at Urbana-Champaign; Tarek Abdelzaher: University of Illinois at Urbana-Champaign
Demystifying the Vetting Process of Voice-controlled Skills on Markets
Dawei Wang: SKLOIS, Institute of Information Engineering, Chinese Academy of Sciences; Kai Chen: SKLOIS, Institute of Information Engineering, Chinese Academy of Sciences; Wei Wang: Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing Jiaotong University, 3 Shangyuancun
Health II - B
SmileAuth: Using Dental Edge Biometrics for User Authentication on Smartphones
Hongbo Jiang, Hangcheng Cao, Daibo Liu, Jie Xiong, Zhichao Cao
VerHealth: Vetting Medical Voice Applications through Policy Enforcement
Faysal Hossain Shezan, Hang Hu, Gang Wang, Yuan Tian
ApneaDetector: Detecting Sleep Apnea with Smartwatches
Xianda Chen, Yifei Xiao, Yeming Tang, Julio Fernandez-Mendoza, Guohong Cao
CardiacWave: A mmWave-based Scheme of Non-Contact and High-Definition Heart Activity Computing
Chenhan Xu: University at buffalo; Huining Li: SUNY Buffalo; Zhengxiong Li: SUNY Buffalo; Hanbin Zhang: University at Buffalo; Aditya Singh Rathore: University at buffalo; Xingyu Chen: University at Buffalo; Kun Wang: University of California; MING-CHUN HUANG: Duke Kunshan University; Wenyao Xu: University at buffalo
Localization and Motion Tracking - C
Teacher Tracking with Integrity: What Indoor Positioning Can Reveal About Instructional Proxemics
Roberto Martinez-Maldonado, Katerina Mangaroska, Jurgen Schulte, Doug Elliott, Carmen Axisa, Simon Buckingham Shum
Peer-to-Peer Localization for Single-Antenna Devices
Xianan Zhang: Huazhong University of Science and Technology; Wei Wang: Huazhong University of Science and Technology; Xuedou Xiao: Huazhong University of Science and Technology; Hang Yang: Huazhong University of Science and Technology; Xinyu Zhang: University of California San Diego; Tao Jiang: Huazhong University of Science and Technology
Acoustic Strength-based Motion Tracking
Linfei Ge, Qian Zhang, Jin Zhang, Qianyi Huang
Towards Finding the Optimum Position in the Visual Field for a Head Worn Display Used for Task Guidance with Non-registered Graphics
Georgianna Lin, Malcolm Haynes, Sarthak Srinivas, Pramod Kotipalli, Thad Starner
ISACS: In-Store Autonomous Checkout System for Retail
Joao Diogo Falcao: Carnegie Mellon University; Carlos Ruiz: AiFi Inc.; Adeola M Bannis: Carnegie Mellon University; Hae Young Noh: Stanford; Pei Zhang: University of Michigan
Wearable Interaction - C
Wearable Computing Technology for Assessment of Cognitive Functioning of Bipolar Patients and Healthy Controls
Pegah Hafiz, Kamilla Woznica Miskowiak, Alban Maxhuni, Lars Vedel Kessing, Jakob Eyvind Bardram
Knitted Sensors: Designs and Novel Approaches for Real-Time, Real-World Sensing
Denisa Qori Mcdonald, Richard Vallett, Erin Solovey, Geneviève Dion, Ali Shokoufandeh
MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture
Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang
DualRing: Enabling Subtle and Expressive Hand Interaction with Dual IMU Rings
Chen Liang: Tsinghua University; Chun Yu: Tsinghua University; Yue Qin: Tsinghua University; Yuntao Wang: Tsinghua University; Yuanchun Shi: Tsinghua University
Anti-Spoofing Voice Commands: A Generic Wireless Assisted Design
Cui Zhao: Xi'an Jiaotong University; Zhenjiang Li: City University of Hong Kong; Han Ding: Xi'an Jiaotong University; Wei Xi: Xi'an Jiaotong University; Ge Wang: Xi'an Jiaotong University; Jizhong Zhao: Xi'an Jiaotong University
Health I - C
User-Based Collaborative Filtering Mobile Health System
Hsien-Te Kao, Shen Yan, Homa Hosseinmardi, Shrikanth Narayanan, Kristina Lerman, Emilio Ferrara
ViscoCam: Smartphone-based Drink Viscosity Control Assistant for Dysphagia Patients
Kechang An, Qian Zhang, Elaine Kwong
WiPhone: Smartphone-based Respiration Monitoring Using Ambient Reflected WiFi Signals.
Jinyu Liu, Youwei Zeng, Tao Gu, Leye Wang, Daqing Zhang
Exploration of Person-Independent BCIs for Internal and External Attention-Detection in Augmented Reality
Lisa-Marie Vortmann, Felix Putze
Cardiopulmonary Resuscitation Support: Comparison of Wrist-, Chest-, and Ear-Worn Devices and Estimation Algorithms
Juan Felipe Vargas: Deutsches Forschungszentrum für Künstliche Intelligenz; Bo Zhou: German Research Center for Artificial Intelligence (DFKI); Hymalai Bello: DFKI Kaiserslautern; Paul Lukowicz: DFKI
Detecting Freezing of Gait with Earables Trained from VR Motion Capture Data
Kunpeng Huang: Cornell University; Md Tahmidul Islam Molla: Cornell University; Kat Roberts: Cornell University; Pin-Sung Ku: Cornell University; Aditi Galada: Cornell University; Cindy Hsin-Liu Kao: Cornell University
Speech & Auditory Interaction - C
Endophasia: Utilizing Acoustic-Based Imaging for Issuing Contact-Free Silent Speech Commands
Yongzhao Zhang, Wei-Hsiang Huang, Chih-Yun Yang, Wen-Ping Wang, Yi-Chao Chen, Chuang-Wen You, Da-Yuan Huang, Guangtao Zue, Jiadi Yu
Hello There! Is Now a Good Time to Talk?: Opportune Moments for Proactive Interactions with Smart Speakers
Narae Cha, Auk Kim, Cheul Young Park, Soowon Kang, Mingyu Park, Jae-Gil Lee, Sangsu Lee, Uichin Lee
SoundLip: EnablingWord and Sentence-level Lip Interaction for Smart Devices
Qian Zhang, Dong Wang, Run Zhao, Yinggang Yu
Sensing to Hear: Speech Enhancement for Mobile Devices Using Acoustic Signals
Qian Zhang: Shanghai Jiao Tong University; Dong Wang: Shanghai Jiao Tong University; Run Zhao: Shanghai Jiao Tong University; Yinggang Yu: Shanghai Jiao Tong University; Junjie Shen: Shanghai Jiao Tong University
Demystifying the Vetting Process of Voice-controlled Skills on Markets
Dawei Wang: SKLOIS, Institute of Information Engineering, Chinese Academy of Sciences; Kai Chen: SKLOIS, Institute of Information Engineering, Chinese Academy of Sciences; Wei Wang: Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing Jiaotong University, 3 Shangyuancun
Health II - C
SmileAuth: Using Dental Edge Biometrics for User Authentication on Smartphones
Hongbo Jiang, Hangcheng Cao, Daibo Liu, Jie Xiong, Zhichao Cao
VerHealth: Vetting Medical Voice Applications through Policy Enforcement
Faysal Hossain Shezan, Hang Hu, Gang Wang, Yuan Tian
GlucoMine: A Case for Improving the Use of Wearable Device Data in Diabetes Management
Abigail Bartolome: Dartmouth College; Sahaj Shah: Dartmouth College; Temiloluwa Prioleau: Dartmouth College
Captivates: A Smart Eyeglass Platform for Across-Context Physiological Measurement
Patrick Chwalek: MIT Media Lab; David Ramsay: MIT Media Lab; Joe Paradiso: MIT Media Lab
ExpressEar: Sensing Fine-Grained Facial Expressions with Earables
Dhruv Verma: Indraprastha Institute of Information Technology; Sejal Bhalla: Indraprastha Institute of Information Technology; Dhruv Sahnan: Indraprastha Institute of Information Technology; Jainendra Shukla: Indraprastha Institute of Information Technology; Aman Parnami: Indraprastha Institute of Information Technology