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
Learning Instance-level Spatial-Temporal Patterns for Person Re-identificationCode1
Learning from Self-Discrepancy via Multiple Co-teaching for Cross-Domain Person Re-IdentificationCode1
Learning Granularity-Unified Representations for Text-to-Image Person Re-identificationCode1
Learning Generalisable Omni-Scale Representations for Person Re-IdentificationCode1
Learning With Twin Noisy Labels for Visible-Infrared Person Re-IdentificationCode1
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
Enhancing Diversity in Teacher-Student Networks via Asymmetric branches for Unsupervised Person Re-identificationCode1
Attribute-aware Identity-hard Triplet Loss for Video-based Person Re-identificationCode1
DeepChange: A Long-Term Person Re-Identification Benchmark with Clothes ChangeCode1
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
Deep Learning for Person Re-identification: A Survey and OutlookCode1
Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant ScenesCode1
Adaptive Threshold for Online Object Recognition and Re-identification TasksCode1
Contrastive Viewpoint-aware Shape Learning for Long-term 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
Lifelong Person Re-Identification via Knowledge Refreshing and ConsolidationCode1
Detecting Video Game Player Burnout with the Use of Sensor Data and Machine LearningCode1
Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared 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
Densely Connected Convolutional NetworksCode1
Diverse Representation Embedding for Lifelong Person Re-IdentificationCode1
Deep Unlearning via Randomized Conditionally Independent HessiansCode1
Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-IdentificationCode1
DIFFER: Disentangling Identity Features via Semantic Cues for Clothes-Changing Person Re-IDCode1
Cross-Platform Video Person ReID: A New Benchmark Dataset and Adaptation ApproachCode1
Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch NormalizationCode1
Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identificationCode1
Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identificationCode1
MHSA-Net: Multi-Head Self-Attention Network for Occluded Person Re-IdentificationCode1
Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identificationCode1
Learning Multi-Granular Hypergraphs for Video-Based Person Re-IdentificationCode1
Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-IdentificationCode1
DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-IDCode1
Long-Term Person Re-identification with Dramatic Appearance Change: Algorithm and BenchmarkCode1
Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-IdentificationCode1
Domain Generalization for Person Re-identification: A Survey Towards Domain-Agnostic Person MatchingCode1
MSCMNet: Multi-scale Semantic Correlation Mining for Visible-Infrared Person Re-IdentificationCode1
Domain-Adversarial Training of Neural NetworksCode1
Domain Adaptive Person SearchCode1
Multi-Level Graph Encoding with Structural-Collaborative Relation Learning for Skeleton-Based Person Re-IdentificationCode1
Do Not Disturb Me: Person Re-identification Under the Interference of Other PedestriansCode1
DC-Former: Diverse and Compact Transformer for Person Re-IdentificationCode1
Norm-Aware Embedding for Efficient Person SearchCode1
An Improved Person Re-identification Method by light-weight convolutional neural networkCode1
Performance Optimization for Federated Person Re-identification via Benchmark 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
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
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