papers
Publications (3)
cs.CV2023
A Dynamic Graph CNN with Cross-Representation Distillation for Event-Based Recognition
Yongjian Deng, Hao Chen, Bochen Xie +2
Recent advances in event-based research prioritize sparsity and temporal precision. Approaches using dense frame-based representations processed via well-pretrained CNNs are being…
cs.CV2024
Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams
Bochen Xie, Yongjian Deng, Zhanpeng Shao +2
Event cameras are neuromorphic vision sensors that record a scene as sparse and asynchronous event streams. Most event-based methods project events into dense frames and process th…
cs.CV2024
Event-based Video Frame Interpolation with Edge Guided Motion Refinement
Yuhan Liu, Yongjian Deng, Hao Chen +3
Video frame interpolation, the process of synthesizing intermediate frames between sequential video frames, has made remarkable progress with the use of event cameras. These sensor…