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 101–150 of 1488 papers

TitleStatusHype
Deep High-Resolution Representation Learning for Cross-Resolution Person Re-identificationCode1
Deep Cosine Metric Learning for Person Re-IdentificationCode1
Aerial-Ground Person Re-IDCode1
Deep Learning for Person Re-identification: A Survey and OutlookCode1
Good Is Bad: Causality Inspired Cloth-Debiasing for Cloth-Changing Person Re-IdentificationCode1
Graph-based Person Signature for Person Re-IdentificationsCode1
Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-IdentificationCode1
Group-aware Label Transfer for Domain Adaptive Person Re-identificationCode1
Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant ScenesCode1
HAP: Structure-Aware Masked Image Modeling for Human-Centric PerceptionCode1
AG-ReID.v2: Bridging Aerial and Ground Views for Person Re-identificationCode1
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identificationCode1
AG-VPReID: A Challenging Large-Scale Benchmark for Aerial-Ground Video-based Person Re-IdentificationCode1
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-IdentificationCode1
Human Co-Parsing Guided Alignment for Occluded Person Re-identificationCode1
Hybrid-Attention Guided Network with Multiple Resolution Features for Person Re-IdentificationCode1
Identity-Guided Human Semantic Parsing for Person Re-IdentificationCode1
Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identificationCode1
DC-Former: Diverse and Compact Transformer for Person Re-IdentificationCode1
Calibrated Feature Decomposition for Generalizable Person Re-IdentificationCode1
Improving Person Re-identification by Attribute and Identity LearningCode1
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and BeyondCode1
Adaptive L2 Regularization in Person Re-IdentificationCode1
Camera-aware Proxies for Unsupervised Person Re-IdentificationCode1
Deep Metric Learning by Online Soft Mining and Class-Aware AttentionCode1
IUST_PersonReId: A New Domain in Person Re-Identification DatasetsCode1
DIFFER: Disentangling Identity Features via Semantic Cues for Clothes-Changing Person Re-IDCode1
Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-IdentificationCode1
Color Prompting for Data-Free Continual Unsupervised Domain Adaptive Person Re-IdentificationCode1
CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-IdentificationCode1
Cluster-level Feature Alignment for Person Re-identificationCode1
Augmented Dual-Contrastive Aggregation Learning for Unsupervised Visible-Infrared Person Re-IdentificationCode1
Benchmarks for Corruption Invariant Person Re-identificationCode1
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and RegularizationCode1
CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-IdentificationCode1
Co-Segmentation Inspired Attention Networks for Video-Based Person Re-IdentificationCode1
Clothes-Changing Person Re-identification with RGB Modality OnlyCode1
Cluster Contrast for Unsupervised Person Re-IdentificationCode1
Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-IdentificationCode1
Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports DatasetCode1
Color Space Learning for Cross-Color Person Re-IdentificationCode1
Content and Salient Semantics Collaboration for Cloth-Changing Person Re-IdentificationCode1
Explainable Person Re-Identification with Attribute-guided Metric DistillationCode1
A Challenging Benchmark of Anime Style RecognitionCode1
Domain Consistency Representation Learning for Lifelong Person Re-IdentificationCode1
Cross-Platform Video Person ReID: A New Benchmark Dataset and Adaptation ApproachCode1
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning MethodCode1
DeepChange: A Long-Term Person Re-Identification Benchmark with Clothes ChangeCode1
An Improved Person Re-identification Method by light-weight convolutional neural networkCode1
Adaptive Threshold for Online Object Recognition and Re-identification TasksCode1
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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