• S1: IMPROVING OUR MENTAL HEALTH （关于心理健康）

  • A Weakly Supervised Learning Framework For Detecting Social Anxiety And Depression
  • Touch Sense: Touch Screen Based Mental Stress Sense（触摸屏 压力）
  • Tracking Depression Dynamics in College Students Using Mobile Phone and Wearable Sensing（手机/可穿戴设备 情绪）
  • MoodExplorer: Towards Compound Emotion Detection via Smartphone Sensing（手机 情绪检测）
  • Joint Modeling of Heterogeneous Sensing Data for Depression Assessment via Multi-task Learning

  • S2: ALL SOUND CAN DO (关于声学)

  • Smartphone-based Acoustic Indoor Space Mapping（室内定位）
  • C-FMCW Based Contactless Respiration Detection Using Acoustic Signal（呼吸检测）
  • Luciola: A Millimeter-Scale Light-Emitting Particle Moving in Mid-Air Based on Acoustic Levitation and Wireless Powering
  • PAvessel: Practical 3D Vessel Structure Sensing through Photoacoustic Effects with Its Applications in Palm Biometrics（生物识别）
  • Deep Room Recognition Using Inaudible Echos（定位）

  • S3：KEEPING FIT （关于身体健康）

  • Robust Sensor-Orientation-Independent Feature Selection for Animal Activity Recognition on Collar Tags
  • Reflection Companion: A Conversational System for Engaging Users in Reflection on Physical Activity
  • WiStep: Device-free Step Counting with WiFi Signals（步数统计）
  • Defining Adherence: Making Sense of Physical Activity Tracker Data
  • Finding the Sweet Spot(s): Understanding Context to Support Physical Activity Plans

  • S4: EYES, HANDS, KNEES AND TOES

  • EyeSpyVR: Interactive Eye Sensing using Off-the-Shelf, Smartphone-Based VR Headsets
  • EyePACT: Eye-Based Parallax Correction on Touch-Enabled Interactive Displays
  • hEYEbrid: A Hybrid Approach for Mobile Calibration-free Gaze Estimation
  • FinDroidHR: Smartwatch Gesture Input with Optical Heartrate Monitor（手势识别，光学心率传感器）
  • QGesture: Quantifying Gesture Distance and Direction with WiFi Signals（手势识别 sci ）

S5: OUR CITIES, OUR AIR

  • Managing In-home Environments through Sensing, Annotating, and Visualizing Air Quality Data
  • Calibrating Low-Cost Sensors by a Two-Phase Learning Approach for Urban Air Quality Measurement
  • W-Air: Enabling Personal Air Pollution Monitoring on Wearables
  • ComNSense: Grammar-Driven Crowd-Sourcing of Point Clouds for Automatic Indoor Mapping
  • MultiCell: Urban Population Modeling Based on Multiple Cellphone Networks

ISWC-S1: WEARABLES: GESTURE （手势识别）

  • TouchSense: Classifying Finger Touches and Measuring their Force with an Electromyography Armband
  • Improving Ultrasound-based Gesture Recognition Using a Partially Shielded Single Microphone（超声波 手势识别）
  • SeeSaw - Rapid One-Handed Synchronous Gesture Interfaces for Smartwatches
  • Intra-/Inter-user Adaptation Framework for Wearable Gesture Sensing Device

S6: ENGAGED AND ALERT

  • Watching the TV Watchers
  • EngageMon: Multi-Modal Engagement Sensing for Mobile Games
  • Visual Attention-based Access: Granting Access based on Users’ Joint Attention on Shared Workspaces
  • RF-Based Fall Monitoring Using Convolutional Neural Networks
  • A Survey of Attention Management Systems in Ubiquitous Computing Environments

S7: IT'S REALLY ME!

  • Vocal Resonance: Using Internal Body Voice for Wearable Authentication（身音 可穿戴设备认证）
  • BreathLive: Liveness Detection for Heart Sound Authentication with Deep Breathing（心音认证）
  • Unlock with Your Heart: Heartbeat-based Authentication on Commercial Mobile Phones（手机 心跳检测 身份验证）
  • BiLock: User Authentication via Dental Occlusion Biometrics（牙科咬合生物技术）
  • SilentKey: A New Authentication Framework through Ultrasonic-based Lip Reading（读唇 验证）

S8: LET'S TALK

  • Controlling Fine-Grain Sharing in Natural Language with a Virtual Assistant
  • Flower-Pop: Facilitating Casual Group Conversations with Multiple Mobile Devices
  • Wordometer Systems for Everyday Life
  • CoCo: Collaboration Coach for Understanding Team Dynamics during Video Conferencing
  • Understanding the Long-Term Use of Smart Speaker Assistants

S9: ALL THINGS CARS

  • A Simple but Quantifiable Approach to Dynamic Price Prediction in Ride-on-demand Services Leveraging Multi-source Urban Data
  • MORP: Data-Driven Multi-Objective Route Planning and Optimization of Electric Vehicles
  • PrivateHunt: Multi-source Data-driven Dispatching in For-Hire Vehicle Systems
  • RADAR: Road Obstacle Identification for Disaster Response Leveraging Multi-Source Urban Data
  • On Active Passengering: Supporting In-Car Experiences

S10: CAMERAS EVERYWHERE

  • Crowd-AI Camera Sensing in the Real World
  • Privacy-preserving Image Processing with Binocular Thermal Cameras
  • I Can’t Be Myself: Effects of Wearable Cameras on the Capture of Authentic Behavior in the Wild
  • Capturing the Shifting Shapes: Enabling Efficient Screen-Camera Communication with a Pattern-based Dynamic Barcode
  • Enabling Public Cameras to Talk to the Public

ISWC-S2: WEARABLES: HAPTICS

  • Conveying Language through Haptics: A Multi-sensory Approach
  • Movelet: a Self-Actuated Movable Bracelet for Positional Haptic Feedback on the User's Forearm
  • Passive Haptic Learning for Vibrotactile Skin Reading（皮肤阅读）
  • Training CPR with a Wearable Real Time Feedback System（心肺复苏）

S11: TRACKING AFFECT

  • Students’ Experiences with Ecological Momentary Assessment Tools to Report on Emotional Well-being
  • Unobtrusive Assessment of Students’ Emotional Engagement during Lectures Using Electrodermal Activity Sensors（情绪检测）
  • Character Actor: Design and Evaluation of Expressive Robot Car Seat Motion
  • Automated Dyadic Data Recorder (ADDR) Framework and Analysis of Facial Cues in Deceptive Communication
  • Heed: Exploring the Design of Situated Self-Reporting Devices

S12: IT'S REALLY ME!

  • Handwritten Signature Verification Using Wrist-Worn Devices
  • SAW: Wristband-based Authentication for Desktop Computers
  • TwistIn: Tangible Authentication of Smart Devices via Motion Co-analysis with a Smartwatch
  • Authenticating On-Body Backscatter By Exploiting Propagation Signatures
  • Auth 'n' Scan: Opportunistic Photoplethysmography in Mobile Fingerprint Authentication

S13: FOOD AND DRINK

  • Bites'n'Bits: Inferring Eating Behavior from Contextual Mobile Data
  • Detecting Eating Episodes by Tracking Jawbone Movements with a Non-Contact Wearable Sensor
  • Al-light: An Alcohol-Sensing Smart Ice Cube
  • Auracle: Detecting Eating Episodes with an Ear-Mounted Sensor
  • SoberMotion: Leveraging the Force of Probation Officers to Reduce the Risk of DUI Recidivism

S14: CARS AND DRONES

  • SafeDrive: Detecting Distracted Driving Behaviors Using Wrist-Worn Devices
  • IDrone: Robust Drone Identification through Motion Actuation Feedback
  • Employing Opportunistic Charging for Electric Taxicabs to Reduce Idle Time
  • Modelling Passengers' Reaction to Dynamic Prices in Ride-on-demand Services: A Search for the Best Fare
  • Money Drives: Can Monetary Incentives based on Real-Time Monitoring Improve Driving Behavior?

ISWC-S3: REVIEWS, BRIEFS AND THREE MINUTE MADNESS

  • A Five-Year Review of Methods, Purposes and Domains of the International Symposium on Wearable Computing
  • SnapBand: a Flexible Multi-Location Touch Input Band
  • A Context Recognition Method Using Temperature Sensors in the Nostrils
  • Towards Haptic Learning on a Smartwatch
  • Augmented Jump: A Backpack Multirotor System for Jumping Ability Augmentation
  • VOCNEA: Sleep Apnea and Hypopnea Detection Using a Novel Tiny Gas Sensor
  • Wear-a-CUDA: A GPU Based Dolphin Whistle Recognizer for Underwater Wearable Computers
  • YAWN: Yet Another Wearable Toolkit
  • Biceps Fatigue Estimation with an E-Textile Headband
  • LYRA: Smart Wearable In-flight Service Assistant
  • Seeing into the Brain of an Actor with Mocap and fNIRS
  • Evaluation of 3D-Printed Conductive Lines and EMG Electrodes on Smart Eyeglasses Frames
  • Low-power Step Counting Paired with Electromagnetic Energy Harvesting for Wearables

S15: TALK WITH YOUR HANDS

  • Gesture Recognition Using Ambient Light
  • SynchroWatch: One-Handed Synchronous Smartwatch Gestures Using Correlation and Magnetic Sensing
  • Augmenting User Identification with WiFi Based Gesture Recognition
  • PrivacyShield: A Mobile System for Supporting Subtle Just-in-time Privacy Provisioning through Off-Screen-based Touch Gestures
  • Smartwatch-based Early Gesture Detection & Trajectory Tracking for Interactive Gesture-Driven Applications

S16: WHERE IS WALDO?

  • FreeSense: A Robust Approach for Indoor Human Detection Using Wi-Fi Signals
  • Lightitude: Indoor Positioning Using Uneven Light Intensity Distribution
  • MultiSoft: Soft Sensor Enabling Real-Time Multimodal Sensing with Contact Localization and Deformation Classification
  • SweepLoc: Automatic Video-based Indoor Localization by Camera
  • SweepingDuet: Estimating User Position and Identity in Smart Homes using Intermittent and Incomplete RF-Data

S17: TRACKING PEOPLE'S CONTEXT AND HEALTH

  • Beacon: Designing a Portable Device for Self-Administering a Measure of Critical Flicker Frequency
  • SnapLink: Fast and Accurate Vision-Based Appliance Control in Large Commercial Buildings
  • FlowPut: Environment-Aware Interactivity for Tangible 3D Objects
  • Understanding Group Event Scheduling via the OutWithFriendz Mobile Application

S18: USAGE AND DESIGN

  • The Design Space of 3D Printable Interactivity
  • People Like Me: Designing for Reflection on Aggregate Cohort Data in Personal Informatics Systems
  • Does the Public Still Look at Public Displays? A Field Observation of Public Displays in the Wild
  • Mobile Device Type Substitution
  • What Makes Smartphone Use Meaningful or Meaningless?

ISWC-S4: WEARABLE HUMAN ACTIVITY RECOGNITION

  • Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention
  • Wearable Sensors for Recognizing Individuals Undertaking Daily Activities
  • On Specialized Window Lengths and Detector Based Human Activity Recognition
  • Adding Structural Characteristics to Distribution-Based Accelerometer Representations for Activity Recognition using Wearables
  • Practical pedaling skill items extraction for efficient pedaling training with surface EMG wear

S19: CONNECTING AND SENSING THE WORLD

  • TagFree Activity Identification with RFIDs
  • Lightweight Display-to-device Communication Using Electromagnetic Radiation and FM Radio
  • Accurate and Efficient Indoor Location by Dynamic Warping in Sequence-Type Radio-map
  • ID’em: Inductive Sensing for Embedding and Extracting Information in Robust Materials

S20: HAVE YOU FOUND WALDO YET?

  • Crowdsourcing the Installation and Maintenance of Indoor Localization Infrastructure to Support Blind Navigation
  • Smartphone App Usage Prediction Using Points of Interest
  • 3DLoc: 3D Features for Accurate Indoor Positioning
  • SiFi: Pushing the Limit of Time-Based WiFi Localization Using a Single Commodity Access Point
  • An Energy-efficient and Lightweight Indoor Localization System for Internet-of-Things (IoT) Environments

S21: ALL THINGS WEARABLE

  • RF Bandaid: A Fully-Analog and Passive Wireless Interface for Wearable Sensors
  • FluidMeter: Gauging the Human Daily Fluid Intake Using Smartwatches
  • SkinWire: Fabricating a Self-Contained On-Skin PCB for the Hand
  • SpiderWalk: Circumstance-aware Transportation Activity Detection Using a Novel Contact Vibration Sensor
  • Experiencing Electrical Muscle Stimulation

S22: TOWARDS ACCESSIBILITY TO ALL

  • FingerReader2.0: Designing and Evaluating a Wearable Finger-Worn Camera to Assist People with Visual Impairments while Shopping
  • TouchCam: Realtime Recognition of Location-Specific On-Body Gestures to Support Users with Visual Impairments
  • Up to a Limit? Privacy Concerns of Bystanders and their Willingness to Share Additional Information with Visually Impaired Users of Assistive Technologies
  • Variability in Reactions to Instructional Guidance during Smartphone-Based Assisted Navigation of Blind Users
  • FootNotes: Geo-referenced Audio Annotations for Nonvisual Exploration

ISWC-S5: WEARABLE HUMAN ACTIVITY RECOGNITION

  • An sEMG-Based Method to Adaptively Reject the Effect of Contraction on Spectral Analysis for Fatigue Tracking
  • Gait and Jump Classification in Modern Equestrian Sports
  • Feasibility of Human Activity Recognition Using Wearable Depth Cameras
  • Prediction of Electrocardiography Features Points using Seismocardiography Data: A Machine Learning Approach
  • On Attention Models for Human Activity Recognition

S23: DEEP ACTIVITY RECOGNITION

  • DeActive: Scaling Activity Recognition with Active Deep Learning
  • An LSTM Based System for Prediction of Human Activities with Durations
  • Multimodal Deep Learning for Activity and Context Recognition
  • AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors
  • Mitigating Bystander Privacy Concerns in Egocentric Activity Recognition with Deep Learning and Intentional Image Degradation

S24: ADVANCING MOBILE HEALTH

  • RF-ECG: Heart Rate Variability Assessment based on COTS RFID Tag Array
  • Training-Free Human Vitality Monitoring using Commodity Wi-Fi Devices
  • FallDeFi: Ubiquitous Fall Detection using Commodity Wi-Fi Devices
  • Assisted Medication Management in Elderly Care Using Miniaturised Near-Infrared Spectroscopy
  • Rethinking the Future of Wireless Emergency Alerts: A Comprehensive Study of Technical and Conceptual Improvements

S25: PEOPLE IN THE CITY

  • Detecting Popular Temporal Modes in Population-scale Unlabelled Trajectory Data
  • BRAVO: Improving the Rebalancing Operation in Bike Sharing with Rebalancing Range Prediction
  • Inferring Mobility Relationship via Graph Embedding
  • ParkLoc: Light-weight Graph-based Vehicular Localization in Parking Garages

S26: POWER AND CALIBRATION

  • FocusVR: Effective & Usable VR Display Power Management
  • CapHarvester: A Stick-on Capacitive Energy Harvester Using Stray Electric Field from AC Power Lines
  • Energy-Ball: Wireless Power Transfer for Batteryless Internet of Things through Distributed Beamforming
  • SATURN: A Thin and Flexible Self-powered Microphone Designed on the Principle of Triboelectric Nanogenerator
  • You Are Sensing, but Are You Biased? A User Unaided Sensor Calibration Approach for Mobile Sensing

ISWC-S6: WEARABLES: TEXTILE

  • Launderability of Surface-Insulated Cut and Sew E-Textiles
  • Shape Memory Alloy Wire Actuators for Soft, Wearable Haptic Devices
  • Novel Manufacturing of Advanced Smart Garments: Knitting with Spatially-Varying, Multi-material Monofilament
  • Preliminary Study of Subjective Comfort and Emotional Effects of On-body Compression

S27: KEEPING THINGS PRIVATE

  • Location Privacy-Preserving Data Recovery for Mobile Crowdsensing
  • HMC: Robust Privacy Protection of Mobility Data against Multiple Re-Identification Attacks
  • Uniqueness in the City: Urban Morphology and Location Privacy
  • Your Apps Give You Away: Distinguishing Mobile Users by Their App Usage Fingerprints
  • Addressing The Privacy Paradox through Personalized Privacy Notifications

S28: PEOPLE IN THEIR WORKPLACE

  • Sensing Behavioral Change over Time: Using Within-Person Variability Features from Mobile Sensing to Predict Personality Traits
  • Measuring Interaction Proxemics with Wearable Light Tags
  • A Tale of Two Interactions: Inferring Performance in Hospitality Encounters from Cross-Situation Social Sensing
  • Employing Consumer Wearables to Detect Office Workers’ Cognitive Load for Interruption Management

S29: IOT AND WEARABLES

  • When Virtual Reality Meets Internet of Things in the Gym: Enabling Immersive Interactive Machine Exercises
  • Predicting the Suitability of Service Animals Using Instrumented Dog Toys
  • Epidermal Robots:Wearable Sensors That Climb on the Skin
  • Sensei: Sensing Educational Interaction
  • Enabling Interactive Infrastructure with Body Channel Communication

S30: SLEEP AND DEPRESSION

  • Naptics: Convenient and Continuous Blood Pressure Monitoring during Sleep
  • Data and Expert Models for Sleep Timing and Chronotype Estimation from Smartphone Context Data and Simulations
  • Investigating the Effectiveness of Cohort-Based Sleep Recommendations
  • SleepGuard: Capturing Rich Sleep Information Using Smartwatch Sensing Data
  • Using Unsupervised Deep Autoencoders to Automatically Extract Mobility Features for Predicting Depressive States

ISWC-S7: WEARABLES: WRIST

  • WristWash: Towards Automatic Handwashing Assessment using a Wrist-worn Device
  • Sparse Natural Gesture Spotting in Free Living to Monitor Drinking with Wrist-Worn Inertial Sensors
  • Sensing Interpersonal Synchrony between Actors and Autistic Children in Theatre using Wrist-worn Accelerometers
  • I4S: : Capturing Shopper's In-store Interactions

S31: KEEPING THINGS PRIVATE

  • Obfuscation At-Source: Privacy in Context-Aware Mobile Crowd-Sourcing
  • Snoopy: Sniffing Your Smartwatch Passwords via Deep Sequence Learning
  • Anatomy of a Vulnerable Fitness Tracking System: Dissecting the Fitbit Cloud, App, and Firmware
  • My Smartphone Recognizes Genuine QR Codes! Practical Unclonable QR Code via 3D Printing
  • Watching and Safeguarding Your 3D Printer: Online Process Monitoring Against Cyber-Physical Attacks

S32: TRANSPORTATION AND THE CITY

  • SharedEdge: GPS-Free Fine-Grained Travel Time Estimation in State-Level Highway Systems
  • Xnavi: Travel Planning System Based on Experience Flows
  • CTS: A Cellular-based Trajectory Tracking System with GPS-level Accuracy
  • iTour: Making Tourist Maps GPS-Enabled
  • Detecting Urban Anomalies Using Multiple Spatio-Temporal Data Sources

S33: ALL THINGS LEARNING

  • RuleSelector: Selecting Conditional Action Rules from User Behavior Paterns
  • SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework
  • Warming Up to Cold Start Personalization
  • RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations
  • Cooperative Target Tracking and Signal Propagation Learning Using Mobile Sensors

S34: TOUCH, SKIN, AND MOTION

  • ObjectSkin: Augmenting Everyday Objects with Hydroprinted Touch Sensors and Displays
  • Takes Tutu to Ballet: Designing Visual and Verbal Feedback for Augmented Mirrors
  • TOAST: Ten-Finger Eyes-Free Typing on Touchable Surfaces
  • Remotion: A Motion-Based Capture and Replay Platform of Mobile Device Interaction for Remote Usability Testing
  • MuscleIO: Muscle-Based Input and Output for Casual Notifications

ISWC-S8: WEARABLES: HEAD

  • PhysioHMD: a conformable, modular toolkit for collecting physiological data from head-mounted displays
  • RF-Pick: Order Picking Using a HUD with Wearable RFID Verification
  • ScratchVR: Low-Cost, Calibration-Free Sensing for Tactile Input on Mobile Virtual Reality Enclosures
  • Buccal: Low-Cost Cheek Sensing for Inferring Continuous Jaw Motion in Mobile Virtual Reality
  • 1D Eyewear: Peripheral, Hidden LEDs and Near-Eye Holographic Displays for Unobtrusive Augmentation

S35: SPEECH, TEXT, TOUCH, AND SOUND

  • A Comparative Evaluation of Spatial Targeting Behaviour Patterns for Finger and Stylus Tapping on Mobile Touchscreen Devices
  • Comparing a Single-Touch Whiteboard and a Multi-Touch Tabletop for Collaboration in School Museum Visits
  • Comparing Speech and Keyboard Text Entry for Short Messages in Two Languages on Touchscreen Phones
  • iDial: Enabling a Virtual Dial Plate on the Hand Back for Around-Device Interaction
  • Effect of Distinct Ambient Noise Types on Mobile Interaction

S37: KEEP CALM AND BREATH

  • Just Breathe: In-Car Interventions for Guided Slow Breathing
  • FullBreathe: Full Human Respiration Detection Exploiting Complementarity of CSI Phase and Amplitude of WiFi Signals
  • Extracting Multi-Person Respiration from Entangled RF Signals
  • From Fresnel Diffraction Model to Fine-grained Human Respiration Sensing with Commodity Wi-Fi Devices
  • rConverse: Moment by Moment Conversation Detection Using a Mobile Respiration Sensor

S38: SEEN THROUGH WALLS

  • Towards Wearable Everyday Body-Frame Tracking using Passive RFIDs
  • RF-Kinect: A Wearable RFID-based Approach Towards 3D BodyMovement Tracking
  • CrowdProbe: Non-invasive Crowd Monitoring with WiFi Probe
  • SignFi: Sign Language Recognition Using WiFi
  • Estimating the Physical Distance between Two Locations with Wi-Fi Received Signal Strength Information Using Obstacle-aware Approach

ISWC-S9: WEARABLES: HARDWARE

  • SkinMorph: Texture-Tunable On-Skin Interface Through Thin, Programmable Gel
  • CASPER: Capacitive Serendipitous Power Transfer for Through-Body Charging of Multiple Wearable Devices
  • DeepAuth: In-situ Authentication for Smartwatches via Deeply Learned Behavioural Biometrics
  • In Only 3 Minutes: Perceived Exertion Limits of Smartwatch Use

（链接待更新）

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