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 51–100 of 1488 papers

TitleStatusHype
Aerial-Ground Person Re-IDCode1
Diverse Representation Embedding for Lifelong Person Re-IdentificationCode1
Domain Adaptive Person SearchCode1
Domain-Adversarial Training of Neural NetworksCode1
AG-ReID.v2: Bridging Aerial and Ground Views for Person Re-identificationCode1
AG-VPReID: A Challenging Large-Scale Benchmark for Aerial-Ground Video-based Person Re-IdentificationCode1
Dual-path CNN with Max Gated block for Text-Based Person Re-identificationCode1
Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-IdentificationCode1
A Benchmark of Video-Based Clothes-Changing Person Re-IdentificationCode1
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and BeyondCode1
Adaptive L2 Regularization in Person Re-IdentificationCode1
Dynamic Feature Pruning and Consolidation for Occluded Person Re-IdentificationCode1
Deep Cosine Metric Learning for Person Re-IdentificationCode1
Deep Metric Learning by Online Soft Mining and Class-Aware AttentionCode1
Cross-Platform Video Person ReID: A New Benchmark Dataset and Adaptation ApproachCode1
Co-Segmentation Inspired Attention Networks for Video-Based Person Re-IdentificationCode1
A Person Re-identification Data Augmentation Method with Adversarial Defense EffectCode1
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identificationCode1
Content and Salient Semantics Collaboration for Cloth-Changing Person Re-IdentificationCode1
Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports DatasetCode1
Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-IdentificationCode1
Cluster Contrast for Unsupervised Person Re-IdentificationCode1
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-IdentificationCode1
Cluster-level Feature Alignment for Person Re-identificationCode1
CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-IdentificationCode1
Deep Unlearning via Randomized Conditionally Independent HessiansCode1
CHIRLA: Comprehensive High-resolution Identification and Re-identification for Large-scale AnalysisCode1
Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentificationCode1
3D Shape Temporal Aggregation for Video-Based Clothing-Change Person Re-IdenticationCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and RegularizationCode1
Clothes-Changing Person Re-identification with RGB Modality OnlyCode1
CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-IdentificationCode1
Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-IdentificationCode1
Color Prompting for Data-Free Continual Unsupervised Domain Adaptive Person Re-IdentificationCode1
Color Space Learning for Cross-Color Person Re-IdentificationCode1
Camera-aware Label Refinement for Unsupervised Person Re-identificationCode1
An In-Depth Exploration of Person Re-Identification and Gait Recognition in Cloth-Changing ConditionsCode1
Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant ScenesCode1
Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-IdentificationCode1
DC-Former: Diverse and Compact Transformer for Person Re-IdentificationCode1
DeepChange: A Long-Term Person Re-Identification Benchmark with Clothes ChangeCode1
Appearance-Preserving 3D Convolution for Video-based Person Re-identificationCode1
Deep High-Resolution Representation Learning for Cross-Resolution Person Re-identificationCode1
2nd Place Solution to Google Landmark Retrieval 2021Code1
A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-IdentificationCode1
DenoiseRep: Denoising Model for Representation LearningCode1
Densely Connected Convolutional NetworksCode1
Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch NormalizationCode1
Camera-aware Proxies for Unsupervised Person Re-IdentificationCode1
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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
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