SOTAVerified

Person Re-Identification

Person Re-Identification is a computer vision task in which the goal is to match a person's identity across different cameras or locations in a video or image sequence. It involves detecting and tracking a person and then using features such as appearance, body shape, and clothing to match their identity in different frames. The goal is to associate the same person across multiple non-overlapping camera views in a robust and efficient manner.

Papers

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Showing 251–300 of 1488 papers

TitleStatusHype
Prototype-guided Cross-modal Completion and Alignment for Incomplete Text-based Person Re-identification—0
AaP-ReID: Improved Attention-Aware Person Re-identification—0
Combining Two Adversarial Attacks Against Person Re-Identification Systems—0
YOLORe-IDNet: An Efficient Multi-Camera System for Person-Tracking—0
Beyond Domain Gap: Exploiting Subjectivity in Sketch-Based Person RetrievalCode0
Modality Unifying Network for Visible-Infrared Person Re-Identification—0
BiLMa: Bidirectional Local-Matching for Text-based Person Re-identification—0
Region Generation and Assessment Network for Occluded Person Re-Identification—0
Unified Pre-training with Pseudo Texts for Text-To-Image Person Re-identificationCode1
Illumination Distillation Framework for Nighttime Person Re-Identification and A New BenchmarkCode0
Learning Cross-modality Information Bottleneck Representation for Heterogeneous Person Re-Identification—0
Semantic-aware Consistency Network for Cloth-changing Person Re-IdentificationCode1
HashReID: Dynamic Network with Binary Codes for Efficient Person Re-identification—0
Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification—0
Learning Clothing and Pose Invariant 3D Shape Representation for Long-Term Person Re-Identification—0
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-IdentificationCode1
Color Prompting for Data-Free Continual Unsupervised Domain Adaptive Person Re-IdentificationCode1
Rethinking Person Re-identification from a Projection-on-Prototypes Perspective—0
Noisy-Correspondence Learning for Text-to-Image Person Re-identificationCode1
Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identificationCode1
Person Re-Identification without Identification via Event AnonymizationCode1
Part-Aware Transformer for Generalizable Person Re-identificationCode1
Video-based Person Re-identification with Long Short-Term Representation Learning—0
Exploring Part-Informed Visual-Language Learning for Person Re-Identification—0
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-IdentificationCode1
Pixel-wise Graph Attention Networks for Person Re-identificationCode0
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
Erasing, Transforming, and Noising Defense Network for Occluded Person Re-IdentificationCode0
TVPR: Text-to-Video Person Retrieval and a New Benchmark—0
Domain-adaptive Person Re-identification without Cross-camera Paired Samples—0
Adversarial Self-Attack Defense and Spatial-Temporal Relation Mining for Visible-Infrared Video Person Re-IdentificationCode0
Adaptive Generation of Privileged Intermediate Information for Visible-Infrared Person Re-Identification—0
Content-Adaptive Auto-Occlusion Network for Occluded Person Re-IdentificationCode0
Improving CNN-based Person Re-identification using score Normalization—0
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs—0
Generalizable Metric Network for Cross-domain Person Re-identification—0
Graph Convolution Based Efficient Re-Ranking for Visual RetrievalCode1
Knowledge Assembly: Semi-Supervised Multi-Task Learning from Multiple Datasets with Disjoint Labels—0
Instruct-ReID: A Multi-purpose Person Re-identification Task with InstructionsCode1
Vista-Morph: Unsupervised Image Registration of Visible-Thermal Facial Pairs—0
Population-Based Evolutionary Gaming for Unsupervised Person Re-identification—0
Real-Time Online Unsupervised Domain Adaptation for Real-World Person Re-identification—0
Differentially Private Cross-camera Person Re-identification—0
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work—0
Dynamic Enhancement Network for Partial Multi-modality Person Re-identification—0
SiCL: Silhouette-Driven Contrastive Learning for Unsupervised Person Re-Identification with Clothes ChangeCode1
Unsupervised Visible-Infrared Person ReID by Collaborative Learning with Neighbor-Guided Label Refinement—0
Efficient Bilateral Cross-Modality Cluster Matching for Unsupervised Visible-Infrared Person ReID—0
PLIP: Language-Image Pre-training for Person Representation LearningCode1
Clothes-Invariant Feature Learning by Causal Intervention for Clothes-Changing Person Re-identification—0
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All datasetsMarket-1501DukeMTMC-reIDMSMT17Occluded-DukeMTMCMarket-1501-CCUHK03 detectedCUHK03 labeledMARSCUHK03LTCCPRCCPRID2011

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1st-ReID(RE, RK)Rank-198—Unverified
2SSKD(GH)Rank-197.36—Unverified
3CLIP-ReID+Pose2ID (no RK)Rank-197.3—Unverified
4SOLIDER +UFFM+AMCRank-197—Unverified
5Unsupervised Pre-training (ResNet101+MGN)Rank-197—Unverified
6RGT&RGPR (RK)Rank-196.9—Unverified
7SOLIDERRank-196.9—Unverified
8LightMBN (RR)Rank-196.8—Unverified
9Viewpoint-Aware Loss(RK)Rank-196.79—Unverified
10TransReID-SSL (ViT-B w/o RK)Rank-196.7—Unverified
#ModelMetricClaimedVerifiedStatus
1DenseILmAP97.1—Unverified
2CTL Model (ResNet50, 256x128)mAP96.1—Unverified
3BPBreID (RK)mAP92.9—Unverified
4Unsupervised Pre-training (ResNet101+RK)mAP92.77—Unverified
5RGT&RGPR (RK)mAP92.7—Unverified
6st-ReID(RE, RK,Cam)mAP92.7—Unverified
7Viewpoint-Aware Loss(RK)mAP91.8—Unverified
8LDS (ResNet50 + RK)mAP91—Unverified
9Adaptive L2 Regularization (with re-ranking)mAP90.7—Unverified
10FlipReID (with re-ranking)mAP90.7—Unverified