Shiman He — accepted AI-conference papers

2026

Towards Persistence: Learning Topological Constraints for Event-based Small Object Detection

Shiman He, Nuo Chen, Xinyi Ying, Yihang Luo, Yangsi Shi, Zaiping Lin +1

CVPR 2026

Small object detection (SOD) plays a vital role in applications such as anti-UAV tasks, yet conventional image-based methods struggle in high-speed scenarios due to the limited frame rate. Event cameras offer a promising alternative by capturing spatiotemporal event streams with microsecond-level te

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2025

Event-based Tiny Object Detection: A Benchmark Dataset and Baseline

Nuo Chen, Chao Xiao, Yimian Dai, Shiman He, Miao Li, Wei An

ICCV 2025poster

Small object detection (SOD) in anti-UAV task is a challenging problem due to the small size of UAVs and complex backgrounds. Traditional frame-based cameras struggle to detect small objects in complex environments due to their low frame rates, limited dynamic range, and data redundancy. Event camer…

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