Sizhen Bian

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 45

Top Topics

Segmenting Images

Activity Recognition

Hand Gesture Recognition

Top Venues

UbiComp/ISWC Adjunct

Publications

Mengxi Liu, Sizhen Bian, Zimin Zhao, Bo Zhou, Paul Lukowicz
Energy-efficient, low-latency, and non-contact eye blink detection with capacitive sensing. Frontiers Comput. Sci. 6 (2024)
Pietro Bonazzi, Yawei Li, Sizhen Bian, Michele Magno
Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis. AICAS (2024)
Victor Luder, Sizhen Bian, Michele Magno
CycloWatt: An Affordable, TinyML-enhanced IoT Device Revolutionizing Cycling Power Metrics. CoRR (2024)
Mengxi Liu, Sizhen Bian, Bo Zhou, Paul Lukowicz
iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets. CoRR (2024)
Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz
Worker Activity Recognition in Manufacturing Line Using Near-Body Electric Field. IEEE Internet Things J. 11 (7) (2024)
Pixi Kang, Julian Moosmann, Sizhen Bian, Michele Magno
On-Device Training Empowered Transfer Learning For Human Activity Recognition. CoRR (2024)
Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz, Michele Magno
Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey. CoRR (2024)
Mengxi Liu, Daniel Geißler, Dominique Nshimyimana, Sizhen Bian, Bo Zhou, Paul Lukowicz
Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition. CoRR (2024)
Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz, Michele Magno
Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (1) (2024)
Victor Luder, Sizhen Bian, Michele Magno
CycloWatt: An Affordable, TinyML-Enhanced IoT Device Revolutionizing Cycling Power Metrics. I2MTC (2024)
Pietro Bonazzi, Thomas Rüegg, Sizhen Bian, Yawei Li, Michele Magno
TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision In-Sensor for Gaze Estimation. SENSORS (2023)
Sizhen Bian, Bo Zhou, Paul Lukowicz, Mengxi Liu, Michele Magno, Kexuan Guo
3D Hand Tracking with Induced Magnetic Field. PerCom Workshops (2023)
Sizhen Bian, Alexander Rupp, Michele Magno
Fully Automatic Gym Exercises Recording: An IoT Solution. CoRR (2023)
Sizhen Bian, Lukas Schulthess, Georg Rutishauser, Alfio Di Mauro, Luca Benini, Michele Magno
ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras. CoRR (2023)
Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno
ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications. CoRR (2023)
Sizhen Bian, Michele Magno
Evaluating Spiking Neural Network on Neuromorphic Platform For Human Activity Recognition. ISWC (2023)
Sungho Suh, Vítor Fortes Rey, Sizhen Bian, Yu-Chi Huang, Joze M. Rozanec, Hooman Tavakoli Ghinani, Bo Zhou, Paul Lukowicz
Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field. CoRR (2023)
Pietro Bonazzi, Julian Moosmann, Yawei Li, Sizhen Bian, Michele Magno
Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis. CoRR (2023)
Mengxi Liu, Yu Zhang, Bo Zhou, Sizhen Bian, Agnes Grünerbl, Paul Lukowicz
iEat: Human-food interaction with bio-impedance sensing. UbiComp/ISWC Adjunct (2023)
Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno
ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications. ISCAS (2023)
Bo Zhou, Daniel Geissler, Marc Faulhaber, Clara Elisabeth Gleiss, Esther Friederike Zahn, Lala Shakti Swarup Ray, David Gamarra, Vitor Fortes Rey, Sungho Suh, Sizhen Bian, Gesche Joost, Paul Lukowicz
MoCaPose: Motion Capturing with Textile-integrated Capacitive Sensors in Loose-fitting Smart Garments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (1) (2023)
Sizhen Bian, Alexander Rupp, Michele Magno
Fully Automatic Gym Exercises Recording: An IoT Solution. MetroInd4.0&IoT (2023)
Sizhen Bian, Lukas Schulthess, Georg Rutishauser, Alfio Di Mauro, Luca Benini, Michele Magno
ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras. IWASI (2023)
Pietro Bonazzi, Thomas Rüegg, Sizhen Bian, Yawei Li, Michele Magno
TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision In-Sensor for Gaze Estimation. CoRR (2023)
Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO. CoRR (2023)
Sizhen Bian, Michele Magno
Evaluating Spiking Neural Network On Neuromorphic Platform For Human Activity Recognition. CoRR (2023)
Pietro Bonazzi, Sizhen Bian, Giovanni Lippolis, Yawei Li, Sadique Sheik, Michele Magno
A Low-Power Neuromorphic Approach for Efficient Eye-Tracking. CoRR (2023)
Sizhen Bian, Vítor Fortes Rey, Siyu Yuan, Paul Lukowicz
The Contribution of Human Body Capacitance/Body-Area Electric Field To Individual and Collaborative Activity Recognition. CoRR (2022)
Mengxi Liu, Sizhen Bian, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
Smart Cup: An impedance sensing based fluid intake monitoring system for beverages classification and freshness detection. UbiComp/ISWC Adjunct (2022)
Sizhen Bian, Kexuan Guo, Mengxi Liu, Bo Zhou, Paul Lukowicz
Magnetic Field Based Hand Tracking. CoRR (2022)
Mengxi Liu, Sizhen Bian, Bo Zhou, Agnes Grünerbl, Paul Lukowicz
Smart Cup: An impedance sensing based fluid intake monitoring system for beverages classification and freshness detection. CoRR (2022)
Sizhen Bian, Mengxi Liu, Bo Zhou, Paul Lukowicz
The State-of-the-Art Sensing Techniques in Human Activity Recognition: A Survey. Sensors 22 (12) (2022)
Mengxi Liu, Sizhen Bian, Paul Lukowicz
Non-contact, real-time eye blink detection with capacitive sensing. ISWC (2022)
Sizhen Bian, Xiaying Wang, Tommaso Polonelli, Michele Magno
Exploring Automatic Gym Workouts Recognition Locally on Wearable Resource-Constrained Devices. IGSC (2022)
Sizhen Bian, Peter Hevesi, Leif Christensen, Paul Lukowicz
Induced Magnetic Field-Based Indoor Positioning System for Underwater Environments. Sensors 21 (6) (2021)
Sizhen Bian, Paul Lukowicz
Capacitive Sensing Based On-board Hand Gesture Recognition with TinyML. UbiComp/ISWC Adjunct (2021)
Gernot Bahle, Vítor Fortes Rey, Sizhen Bian, Hymalai Bello, Paul Lukowicz
Using Privacy Respecting Sound Analysis to Improve Bluetooth Based Proximity Detection for COVID-19 Exposure Tracing and Social Distancing. Sensors 21 (16) (2021)
Sizhen Bian, Paul Lukowicz
A Systematic Study of the Influence of Various User Specific and Environmental Factors on Wearable Human Body Capacitance Sensing. BODYNETS (2021)
Sizhen Bian, Siyu Yuan, Vítor Fortes Rey, Paul Lukowicz
Using Human Body Capacitance Sensing to Monitor Leg Motion Dominated Activities with a Wrist Worn Device. ABC (2021)
Oliver Amft, Luis Ignacio Lopera Gonzalez, Paul Lukowicz, Sizhen Bian, Paul Burggraf
Wearables to Fight COVID-19: From Symptom Tracking to Contact Tracing. IEEE Pervasive Comput. 19 (4) (2020)
Sizhen Bian, Bo Zhou, Paul Lukowicz
Social Distance Monitor with a Wearable Magnetic Field Proximity Sensor. Sensors 20 (18) (2020)
Sizhen Bian, Bo Zhou, Hymalai Bello, Paul Lukowicz
A wearable magnetic field based proximity sensing system for monitoring COVID-19 social distancing. ISWC (2020)
Sizhen Bian, Vitor F. Rey, Peter Hevesi, Paul Lukowicz
Passive Capacitive based Approach for Full Body Gym Workout Recognition and Counting. PerCom (2019)
Sizhen Bian, Vitor F. Rey, Junaid Younas, Paul Lukowicz
Wrist-Worn Capacitive Sensor for Activity and Physical Collaboration Recognition. PerCom Workshops (2019)
Orkhan Amiraslanov, Hamraz Javaheri, Sizhen Bian, Paul Lukowicz
Preparation for Future Learning: Augmented-Reality Enhanced Interactive Science Labs. UbiComp/ISWC Adjunct (2018)