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
Towards Modality-Agnostic Person Re-Identification With Descriptive QueryCode1
Towards Privacy-Preserving, Real-Time and Lossless Feature MatchingCode1
TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identificationCode1
Transformer Based Multi-Grained Features for Unsupervised Person Re-IdentificationCode1
Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identificationCode1
Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identificationCode1
Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identificationCode1
DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-IDCode1
CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-IdentificationCode1
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal PerspectiveCode1
Co-Segmentation Inspired Attention Networks for Video-Based Person Re-IdentificationCode1
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identificationCode1
Anchor-Free Person SearchCode1
Domain-Adversarial Training of Neural NetworksCode1
Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant ScenesCode1
Adaptive Threshold for Online Object Recognition and Re-identification TasksCode1
Domain Consistency Representation Learning for Lifelong Person Re-IdentificationCode1
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning MethodCode1
Explainable Person Re-Identification with Attribute-guided Metric DistillationCode1
Dual-path CNN with Max Gated block for Text-Based Person Re-identificationCode1
Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch NormalizationCode1
Attribute-aware Identity-hard Triplet Loss for Video-based Person Re-identificationCode1
Augmented Dual-Contrastive Aggregation Learning for Unsupervised Visible-Infrared Person Re-IdentificationCode1
Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-IdentificationCode1
Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-IdentificationCode1
Deep Learning for Person Re-identification: A Survey and OutlookCode1
Exploring Visual Context for Weakly Supervised Person SearchCode1
Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-IdentificationCode1
Feature Erasing and Diffusion Network for Occluded Person Re-IdentificationCode1
Cross-Platform Video Person ReID: A New Benchmark Dataset and Adaptation ApproachCode1
Discover Cross-Modality Nuances for Visible-Infrared Person Re-IdentificationCode1
FPB: Feature Pyramid Branch for Person Re-IdentificationCode1
Generalizing Person Re-Identification by Camera-Aware Invariance Learning and Cross-Domain MixupCode1
Good Is Bad: Causality Inspired Cloth-Debiasing for Cloth-Changing Person Re-IdentificationCode1
Graph Convolution Based Efficient Re-Ranking for Visual RetrievalCode1
Domain Adaptive Person SearchCode1
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-IdentificationCode1
HAP: Structure-Aware Masked Image Modeling for Human-Centric PerceptionCode1
A Challenging Benchmark of Anime Style RecognitionCode1
Deep High-Resolution Representation Learning for Cross-Resolution Person Re-identificationCode1
HAT: Hierarchical Aggregation Transformers for Person Re-identificationCode1
Hazy Re-ID: An Interference Suppression Model For Domain Adaptation Person Re-identification Under Inclement Weather ConditionCode1
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-IdentificationCode1
High-Order Structure Based Middle-Feature Learning for Visible-Infrared Person Re-IdentificationCode1
Learning Diverse Features with Part-Level Resolution for Person Re-IdentificationCode1
ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identificationCode1
DC-Former: Diverse and Compact Transformer for Person Re-IdentificationCode1
Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identificationCode1
An Improved Person Re-identification Method by light-weight convolutional neural networkCode1
Optimizing Performance of Federated Person Re-identification: Benchmarking and AnalysisCode1
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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