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cs.CV2022
Multi-Granularity Graph Pooling for Video-based Person Re-Identification
Honghu Pan, Yongyong Chen, Zhenyu He
The video-based person re-identification (ReID) aims to identify the given pedestrian video sequence across multiple non-overlapping cameras. To aggregate the temporal and spatial…
cs.CV2022
SSORN: Self-Supervised Outlier Removal Network for Robust Homography Estimation
Yi Li, Wenjie Pei, Zhenyu He
The traditional homography estimation pipeline consists of four main steps: feature detection, feature matching, outlier removal and transformation estimation. Recent deep learning…
cs.CV2022
Global Tracking via Ensemble of Local Trackers
Zikun Zhou, Jianqiu Chen, Wenjie Pei +3
The crux of long-term tracking lies in the difficulty of tracking the target with discontinuous moving caused by out-of-view or occlusion. Existing long-term tracking methods follo…