Multi-Granularity Aggregation with Spatiotemporal Consistency for Video-Based Person Re-Identification
Hean Sung Lee,
Minjung Kim,
Sungjun Jang
et al.
Abstract:Video-based person re-identification (ReID) aims to exploit relevant features from spatial and temporal knowledge. Widely used methods include the part- and attention-based approaches for suppressing irrelevant spatial–temporal features. However, it is still challenging to overcome inconsistencies across video frames due to occlusion and imperfect detection. These mismatches make temporal processing ineffective and create an imbalance of crucial spatial information. To address these problems, we propose the Sp… Show more
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