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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
- Tracking Depression Dynamics in College Students Using Mobile Phone and Wearable Sensing
- MoodExplorer: Towards Compound Emotion Detection via Smartphone Sensing
- Joint Modeling of Heterogeneous Sensing Data for Depression Assessment via Multi-task Learning
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S2: ALL SOUND CAN DO (关于声学)
- Smartphone-based Acoustic Indoor Space Mapping
- C-FMCW Based Contactless Respiration Detection Using Acoustic Signal
- 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
- Deep Room Recognition Using Inaudible Echos
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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
- Defining Adherence: Making Sense of Physical Activity Tracker Data
- Finding the Sweet Spot(s): Understanding Context to Support Physical Activity Plans
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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
- 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
- BreathLive: Liveness Detection for Heart Sound Authentication with Deep Breathing
- Unlock with Your Heart: Heartbeat-based Authentication on Commercial Mobile Phones
- BiLock: User Authentication via Dental Occlusion Biometrics
- SilentKey: A New Authentication Framework through Ultrasonic-based Lip Reading
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
- Training CPR with a Wearable Real Time Feedback System
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
- 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
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