5 papers
Labits: Layered Bidirectional Time Surfaces Representation for Event Camera-based Continuous Dense Trajectory Estimation
Zhongyang Zhang, Jiacheng Qiu, Shuyang Cui +2
Event cameras provide a compelling alternative to traditional frame-based sensors, capturing dynamic scenes with high temporal resolution and low latency. Moving objects trigger ev…
Predicting Quality of Video Gaming Experience Using Global-Scale Telemetry Data and Federated Learning
Zhongyang Zhang, Jinhe Wen, Zixi Chen +6
Frames Per Second (FPS) significantly affects the gaming experience. Providing players with accurate FPS estimates prior to purchase benefits both players and game developers. Howe…
"Reading Between the Heat": Co-Teaching Body Thermal Signatures for Non-intrusive Stress Detection
Yi Xiao, Harshit Sharma, Zhongyang Zhang +3
Stress impacts our physical and mental health as well as our social life. A passive and contactless indoor stress monitoring system can unlock numerous important applications such…
Spike-based Neuromorphic Computing for Next-Generation Computer Vision
Md Sakib Hasan, Catherine D. Schuman, Zhongyang Zhang +2
Neuromorphic Computing promises orders of magnitude improvement in energy efficiency compared to traditional von Neumann computing paradigm. The goal is to develop an adaptive, fau…
V2CE: Video to Continuous Events Simulator
Zhongyang Zhang, Shuyang Cui, Kaidong Chai +4
Dynamic Vision Sensor (DVS)-based solutions have recently garnered significant interest across various computer vision tasks, offering notable benefits in terms of dynamic range, t…