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 151–200 of 1488 papers

TitleStatusHype
Clothes-Changing Person Re-identification with RGB Modality OnlyCode1
Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-IdentificationCode1
The Self-Optimal-Transport Feature TransformCode1
Template-Aware Transformer for Person ReidentificationCode1
Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentificationCode1
Part-based Pseudo Label Refinement for Unsupervised Person Re-identificationCode1
Unsupervised Lifelong Person Re-identification via Contrastive RehearsalCode1
PASS: Part-Aware Self-Supervised Pre-Training for Person Re-IdentificationCode1
Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate DomainsCode1
Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalCode1
Multi-direction and Multi-scale Pyramid in Transformer for Video-based Pedestrian RetrievalCode1
Offline-Online Associated Camera-Aware Proxies for Unsupervised Person Re-identificationCode1
Salient-to-Broad Transition for Video Person Re-IdentificationCode1
Learning With Twin Noisy Labels for Visible-Infrared Person Re-IdentificationCode1
PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose TrackingCode1
Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-IdentificationCode1
TAGPerson: A Target-Aware Generation Pipeline for Person Re-identificationCode1
Feature Erasing and Diffusion Network for Occluded Person Re-IdentificationCode1
Mimic Embedding via Adaptive Aggregation: Learning Generalizable Person Re-identificationCode1
Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-IdentificationCode1
Pose-guided Feature Disentangling for Occluded Person Re-identification Based on TransformerCode1
Calibrated Feature Decomposition for Generalizable Person Re-IdentificationCode1
Self-Supervised Pre-Training for Transformer-Based Person Re-IdentificationCode1
Person Re-identification Method Based on Color Attack and Joint DefenceCode1
Keypoint Message Passing for Video-based Person Re-IdentificationCode1
Benchmarks for Corruption Invariant Person Re-identificationCode1
Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification SystemsCode1
MGH: Metadata Guided Hypergraph Modeling for Unsupervised Person Re-identificationCode1
Rethinking Person Re-Identification via Semantic-Based PretrainingCode1
2nd Place Solution to Google Landmark Retrieval 2021Code1
Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-IdentificationCode1
Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-IdentificationCode1
Homogeneous and Heterogeneous Relational Graph for Visible-infrared Person Re-identificationCode1
Memory Regulation and Alignment toward Generalizer RGB-Infrared PersonCode1
Pose-guided Inter- and Intra-part Relational Transformer for Occluded Person Re-IdentificationCode1
Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-identificationCode1
Ranking Models in Unlabeled New EnvironmentsCode1
Video-based Person Re-identification with Spatial and Temporal Memory NetworksCode1
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identificationCode1
Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal CorrespondencesCode1
Person Re-identification via Attention PyramidCode1
Unifying Nonlocal Blocks for Neural NetworksCode1
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-IDCode1
FPB: Feature Pyramid Branch for Person Re-IdentificationCode1
Learning Instance-level Spatial-Temporal Patterns for Person Re-identificationCode1
Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant ScenesCode1
Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identificationCode1
Semantic-guided Pixel Sampling for Cloth-Changing Person Re-identificationCode1
HAT: Hierarchical Aggregation Transformers for Person Re-identificationCode1
Rethinking Sampling Strategies for Unsupervised Person Re-identificationCode1
Show:102550
← PrevPage 4 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
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