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 1301–1350 of 1488 papers

TitleStatusHype
EANet: Enhancing Alignment for Cross-Domain Person Re-identificationCode0
Re-ID-AR: Improved Person Re-identification in Video via Joint Weakly Supervised Action RecognitionCode0
Adaptive Exploration for Unsupervised Person Re-IdentificationCode0
Learning Disentangled Representation for Robust Person Re-identificationCode0
Unsupervised Person Re-identification by Deep Asymmetric Metric EmbeddingCode0
Support Neighbor Loss for Person Re-IdentificationCode0
Multi-view Information Integration and Propagation for Occluded Person Re-identificationCode0
Learning Discriminative Features with Multiple Granularities for Person Re-IdentificationCode0
CPCL: Cross-Modal Prototypical Contrastive Learning for Weakly Supervised Text-based Person Re-IdentificationCode0
Attribute-Aware Attention Model for Fine-grained Representation LearningCode0
MVP Matching: A Maximum-Value Perfect Matching for Mining Hard Samples, With Application to Person Re-IdentificationCode0
Neighbor-Based Feature and Index Enhancement for Person Re-IdentificationCode0
advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable PatternsCode0
Relation-Aware Global Attention for Person Re-identificationCode0
Relation Network for Person Re-identificationCode0
Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identificationCode0
Nighttime Person Re-Identification via Collaborative Enhancement Network with Multi-domain LearningCode0
Leaning Compact and Representative Features for Cross-Modality Person Re-IdentificationCode0
Dual-Stream Reciprocal Disentanglement Learning for Domain Adaptation Person Re-IdentificationCode0
LCM: Log Conformal Maps for Robust Representation Learning to Mitigate Perspective DistortionCode0
Attention Map Guided Transformer Pruning for Edge DeviceCode0
Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-IdentificationCode0
OC4-ReID: Occluded Cloth-Changing Person Re-IdentificationCode0
A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and DatasetsCode0
CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble FusionCode0
Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-IdentificationCode0
Content-Adaptive Auto-Occlusion Network for Occluded Person Re-IdentificationCode0
Unsupervised Person Re-identification by Soft Multilabel LearningCode0
Resolution-invariant Person Re-IdentificationCode0
Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-IdentificationCode0
Resource Aware Person Re-identification across Multiple ResolutionsCode0
Joint Progressive Knowledge Distillation and Unsupervised Domain AdaptationCode0
Unsupervised Person Re-identification via Softened Similarity LearningCode0
Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-IdentificationCode0
ABD-Net: Attentive but Diverse Person Re-IdentificationCode0
A Symbolic Temporal Pooling method for Video-based Person Re-IdentificationCode0
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identificationCode0
Deep Visual Re-Identification with ConfidenceCode0
On Exploring Pose Estimation as an Auxiliary Learning Task for Visible-Infrared Person Re-identificationCode0
Dual Cluster Contrastive learning for Object Re-IdentificationCode0
DROP: Decouple Re-Identification and Human Parsing with Task-specific Features for Occluded Person Re-identificationCode0
Adversarial Self-Attack Defense and Spatial-Temporal Relation Mining for Visible-Infrared Video Person Re-IdentificationCode0
TCMM: Token Constraint and Multi-Scale Memory Bank of Contrastive Learning for Unsupervised Person Re-identificationCode0
On the Importance of Encrypting Deep FeaturesCode0
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-IdentificationCode0
Joint Detection and Identification Feature Learning for Person SearchCode0
RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature AlignmentCode0
Invisible Backdoor Attack with Dynamic Triggers against Person Re-identificationCode0
An Empirical Study of Person Re-Identification with AttributesCode0
Combined Depth Space based Architecture Search For Person Re-identificationCode0
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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