Text-Based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning
Xinyi Wu,
Wentao Ma,
Dan Guo
et al.
Abstract:Text-based Person Re-identification (T-ReID), which aims at retrieving a specific pedestrian image from a collection of images via text-based information, has received significant attention. However, previous research has overlooked a challenging yet practical form of T-ReID: dealing with image galleries mixed with occluded and inconsistent personal visuals, instead of ideal visuals with a full-body and clear view. Its major challenges lay in the insufficiency of benchmark datasets and the enlarged semantic ga… Show more
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