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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 1488 papers

TitleStatusHype
Prompt-driven Transferable Adversarial Attack on Person Re-Identification with Attribute-aware Textual Inversion—0
ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models—0
Exploring the Camera Bias of Person Re-identification—0
CHIRLA: Comprehensive High-resolution Identification and Re-identification for Large-scale AnalysisCode1
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-IdentificationCode0
Human Re-ID Meets LVLMs: What can we expect?—0
Not Every Patch is Needed: Towards a More Efficient and Effective Backbone for Video-based Person Re-identification—0
CILP-FGDI: Exploiting Vision-Language Model for Generalizable Person Re-IdentificationCode0
From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification—0
Modality Unified Attack for Omni-Modality Person Re-Identification—0
TCMM: Token Constraint and Multi-Scale Memory Bank of Contrastive Learning for Unsupervised Person Re-identificationCode0
Event-based Video Person Re-identification via Cross-Modality and Temporal Collaboration—0
Identity-aware Feature Decoupling Learning for Clothing-change Person Re-identification—0
DKC: Differentiated Knowledge Consolidation for Cloth-Hybrid Lifelong Person Re-identificationCode0
Person De-reidentification: A Variation-guided Identity Shift Modeling—0
Enhanced Visual-Semantic Interaction with Tailored Prompts for Pedestrian Attribute Recognition—0
Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification—0
Mixture of Submodules for Domain Adaptive Person Search—0
Identity-Clothing Similarity Modeling for Unsupervised Clothing Change Person Re-Identification—0
Extended Cross-Modality United Learning for Unsupervised Visible-Infrared Person Re-identification—0
Spectral Enhancement and Pseudo-Anchor Guidance for Infrared-Visible Person Re-IdentificationCode0
CLIP-Based Modality Compensation for Visible-Infrared Image Re-Identification—0
IUST_PersonReId: A New Domain in Person Re-Identification DatasetsCode1
Unity is Strength: Unifying Convolutional and Transformeral Features for Better Person Re-IdentificationCode1
Denoising Nearest Neighbor Graph via Continuous CRF for Visual Re-ranking without Fine-tuning—0
Relieving Universal Label Noise for Unsupervised Visible-Infrared Person Re-Identification by Inferring from NeighborsCode1
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-IdentificationCode1
DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-IdentificationCode0
Image Retrieval Methods in the Dissimilarity Space—0
Dynamic Modality-Camera Invariant Clustering for Unsupervised Visible-Infrared Person Re-identification—0
Embedding and Enriching Explicit Semantics for Visible-Infrared Person Re-Identification—0
Mix-Modality Person Re-Identification: A New and Practical Paradigm—0
See What You Seek: Semantic Contextual Integration for Cloth-Changing Person Re-IdentificationCode0
Cerberus: Attribute-based person re-identification using semantic IDs—0
Dynamic Token Selection for Aerial-Ground Person Re-Identification—0
Cross-Spectral Attention for Unsupervised RGB-IR Face Verification and Person Re-identification—0
When Large Vision-Language Models Meet Person Re-Identification—0
Anti-Forgetting Adaptation for Unsupervised Person Re-identification—0
Generalizable Person Re-identification via Balancing Alignment and UniformityCode1
Skeleton-Guided Spatial-Temporal Feature Learning for Video-Based Visible-Infrared Person Re-Identification—0
DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-IDCode1
Dynamic Textual Prompt For Rehearsal-free Lifelong Person Re-identification—0
Pose-Transformation and Radial Distance Clustering for Unsupervised Person Re-identification—0
Multiple Information Prompt Learning for Cloth-Changing Person Re-Identification—0
ReMix: Training Generalized Person Re-identification on a Mixture of Data—0
Discriminative Pedestrian Features and Gated Channel Attention for Clothes-Changing Person Re-Identification—0
Exploring Stronger Transformer Representation Learning for Occluded Person Re-Identification—0
GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric LearningCode0
Pseudo-label Refinement for Improving Self-Supervised Learning Systems—0
CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification ModelsCode0
Show:102550
← PrevPage 2 of 30Next →
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