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 151–200 of 1488 papers

TitleStatusHype
An In-Depth Exploration of Person Re-Identification and Gait Recognition in Cloth-Changing ConditionsCode1
Domain Generalization for Person Re-identification: A Survey Towards Domain-Agnostic Person MatchingCode1
Benchmarks for Corruption Invariant Person Re-identificationCode1
Augmented Dual-Contrastive Aggregation Learning for Unsupervised Visible-Infrared Person Re-IdentificationCode1
Dual-path CNN with Max Gated block for Text-Based Person Re-identificationCode1
Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-IdentificationCode1
Dynamic Clustering and Cluster Contrastive Learning for Unsupervised Person Re-identificationCode1
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-IdentificationCode1
Cross-Platform Video Person ReID: A New Benchmark Dataset and Adaptation ApproachCode1
Deep High-Resolution Representation Learning for Cross-Resolution Person Re-identificationCode1
CLIP-Driven Semantic Discovery Network for Visible-Infrared Person Re-IdentificationCode1
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and RegularizationCode1
Detecting Video Game Player Burnout with the Use of Sensor Data and Machine LearningCode1
Exploring Visual Context for Weakly Supervised Person SearchCode1
Explainable Person Re-Identification with Attribute-guided Metric DistillationCode1
Faster Person Re-IdentificationCode1
Domain Consistency Representation Learning for Lifelong Person Re-IdentificationCode1
FlipReID: Closing the Gap between Training and Inference in Person Re-IdentificationCode1
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning MethodCode1
Adaptive Threshold for Online Object Recognition and Re-identification TasksCode1
Bootstrap your own latent: A new approach to self-supervised LearningCode1
Good Is Bad: Causality Inspired Cloth-Debiasing for Cloth-Changing Person Re-IdentificationCode1
Graph Convolution Based Efficient Re-Ranking for Visual RetrievalCode1
Graph Convolution for Re-ranking in Person Re-identificationCode1
Anchor-Free Person SearchCode1
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identificationCode1
Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate DomainsCode1
Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant ScenesCode1
HAT: Hierarchical Aggregation Transformers for Person Re-identificationCode1
Hazy Re-ID: An Interference Suppression Model For Domain Adaptation Person Re-identification Under Inclement Weather ConditionCode1
CA-Jaccard: Camera-aware Jaccard Distance for Person Re-identificationCode1
Calibrated Feature Decomposition for Generalizable 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
Camera-aware Label Refinement for Unsupervised Person Re-identificationCode1
Camera-aware Proxies for Unsupervised Person Re-IdentificationCode1
Appearance-Preserving 3D Convolution for Video-based Person Re-identificationCode1
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-IDCode1
Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentificationCode1
Implicit Discriminative Knowledge Learning for Visible-Infrared Person Re-IdentificationCode1
2nd Place Solution to Google Landmark Retrieval 2021Code1
Cluster-level Feature Alignment for Person Re-identificationCode1
A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-IdentificationCode1
Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-IdentificationCode1
Cluster Contrast for Unsupervised Person Re-IdentificationCode1
Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-IdentificationCode1
Content and Salient Semantics Collaboration for Cloth-Changing Person Re-IdentificationCode1
CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-IdentificationCode1
Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identificationCode1
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal PerspectiveCode1
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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