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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 1488 papers

TitleStatusHype
Adaptive Threshold for Online Object Recognition and Re-identification TasksCode1
Lightweight Multi-Branch Network for Person Re-IdentificationCode1
Anchor-Free Person SearchCode1
Long-Term Person Re-identification with Dramatic Appearance Change: Algorithm and BenchmarkCode1
CHIRLA: Comprehensive High-resolution Identification and Re-identification for Large-scale AnalysisCode1
SiCL: Silhouette-Driven Contrastive Learning for Unsupervised Person Re-Identification with Clothes ChangeCode1
Deep High-Resolution Representation Learning for Cross-Resolution Person Re-identificationCode1
Aerial-Ground Person Re-IDCode1
Deep Learning for Person Re-identification: A Survey and OutlookCode1
MEVID: Multi-view Extended Videos with Identities for Video Person Re-IdentificationCode1
MobileNetV2: Inverted Residuals and Linear BottlenecksCode1
Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identificationCode1
CLIP-Driven Fine-grained Text-Image Person Re-identificationCode1
CLIP-Driven Semantic Discovery Network for Visible-Infrared Person Re-IdentificationCode1
Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-IdentificationCode1
Co-Segmentation Inspired Attention Networks for Video-Based Person Re-IdentificationCode1
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-IdentificationCode1
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and RegularizationCode1
Clothes-Changing Person Re-identification with RGB Modality OnlyCode1
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identificationCode1
NFormer: Robust Person Re-identification with Neighbor TransformerCode1
Noisy-Correspondence Learning for Text-to-Image Person Re-identificationCode1
AG-ReID.v2: Bridging Aerial and Ground Views for Person Re-identificationCode1
Open-Set Biometrics: Beyond Good Closed-Set ModelsCode1
Cluster Contrast for Unsupervised Person Re-IdentificationCode1
Orientation Driven Bag of Appearances for Person Re-identificationCode1
Cluster-level Feature Alignment for Person Re-identificationCode1
AG-VPReID: A Challenging Large-Scale Benchmark for Aerial-Ground Video-based Person Re-IdentificationCode1
CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-IdentificationCode1
PASS: Part-Aware Self-Supervised Pre-Training for Person Re-IdentificationCode1
Performance Optimization for Federated Person Re-identification via Benchmark AnalysisCode1
DeepChange: A Long-Term Person Re-Identification Benchmark with Clothes ChangeCode1
Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-IdentificationCode1
Parameter-Efficient Person Re-identification in the 3D SpaceCode1
Person Re-Identification without Identification via Event AnonymizationCode1
Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports DatasetCode1
Color Prompting for Data-Free Continual Unsupervised Domain Adaptive Person Re-IdentificationCode1
Color Space Learning for Cross-Color Person Re-IdentificationCode1
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal PerspectiveCode1
DC-Former: Diverse and Compact Transformer for Person Re-IdentificationCode1
Pose-guided Feature Disentangling for Occluded Person Re-identification Based on TransformerCode1
Pose-guided Inter- and Intra-part Relational Transformer for Occluded Person Re-IdentificationCode1
PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose TrackingCode1
ProFD: Prompt-Guided Feature Disentangling for Occluded Person Re-IdentificationCode1
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and BeyondCode1
Attribute-aware Identity-hard Triplet Loss for Video-based Person Re-identificationCode1
Content and Salient Semantics Collaboration for Cloth-Changing Person Re-IdentificationCode1
Deep Cosine Metric Learning for Person Re-IdentificationCode1
Ranking Models in Unlabeled New EnvironmentsCode1
Deep Metric Learning by Online Soft Mining and Class-Aware AttentionCode1
Show:102550
← PrevPage 5 of 30Next →
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
10SOLIDER (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
5st-ReID(RE, RK,Cam)mAP92.7—Unverified
6RGT&RGPR (RK)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