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Tackling domain shifts in person re-identification: A survey and analysis
The necessity for a Person ReID system for rapidly evolving urban surveillance applications
is severely challenged by domain shifts-variations in data distribution that occur across …
is severely challenged by domain shifts-variations in data distribution that occur across …
Contrastive clothing and pose generation for cloth-changing person re-identification
Abstract Cloth-Changing Person Re-Identification (CCRe-ID) aims at matching an individual
across cameras after a long period of time presenting variations in clothing compounded …
across cameras after a long period of time presenting variations in clothing compounded …
Occluded cloth-changing person re-identification via occlusion-aware appearance and shape reasoning
Existing methods in Person Re-Identification (ReID) often fail when simultaneously
confronted with occlusions and clothing changes. In this paper, we introduce a challenging …
confronted with occlusions and clothing changes. In this paper, we introduce a challenging …
Ccpa: Long-term person re-identification via contrastive clothing and pose augmentation
Data quality aware approaches for addressing model drift of semantic segmentation models
In the midst of the rapid integration of artificial intelligence (AI) into real world applications,
one pressing challenge we confront is the phenomenon of model drift, wherein the …
one pressing challenge we confront is the phenomenon of model drift, wherein the …
Cross-Modality Complementary Learning for Video-Based Cloth-Changing Person Re-identification
Abstract Video-based Cloth-Changing Person Re-ID (VCCRe-ID) is a real-world Re-ID
problem where individuals are observed in settings with a high likelihood of clothing …
problem where individuals are observed in settings with a high likelihood of clothing …
Occlusion-aware Cross-Attention Fusion for Video-based Occluded Cloth-Changing Person Re-Identification
Video-based Person Re-Identification (Re-ID) is an important task in video surveillance
analysis. Real-world video-based Re-ID commonly suffers from clothing changes and …
analysis. Real-world video-based Re-ID commonly suffers from clothing changes and …
Pose-to-Human (P2H): A pose guidance framework via Gram matrix for Occluded Person Re-identification
The person identification task aims to generate robust human representation embeddings.
Traditional methods have achieved competitive results, but they face occlusion challenges …
Traditional methods have achieved competitive results, but they face occlusion challenges …