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 251–300 of 1488 papers

TitleStatusHype
UnrealPerson: An Adaptive Pipeline towards Costless Person Re-identificationCode1
Unsupervised Pre-training for Person Re-identificationCode1
Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-IdentificationCode1
The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-IdentificationCode1
Meta Batch-Instance Normalization for Generalizable Person Re-IdentificationCode1
Detecting Video Game Player Burnout with the Use of Sensor Data and Machine LearningCode1
Enhancing Diversity in Teacher-Student Networks via Asymmetric branches for Unsupervised Person Re-identificationCode1
Fine-Grained Re-IdentificationCode1
DomainMix: Learning Generalizable Person Re-Identification Without Human AnnotationsCode1
Shuffle and Learn: Minimizing Mutual Information for Unsupervised HashingCode1
Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports DatasetCode1
Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-IdentificationCode1
Dual-path CNN with Max Gated block for Text-Based Person Re-identificationCode1
Hybrid-Attention Guided Network with Multiple Resolution Features for Person Re-IdentificationCode1
A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-IdentificationCode1
Performance Optimization for Federated Person Re-identification via Benchmark AnalysisCode1
Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-IdentificationCode1
An Improved Person Re-identification Method by light-weight convolutional neural networkCode1
Do Not Disturb Me: Person Re-identification Under the Interference of Other PedestriansCode1
Faster Person Re-IdentificationCode1
Cluster-level Feature Alignment for Person Re-identificationCode1
Parameter Sharing Exploration and Hetero-Center based Triplet Loss for Visible-Thermal Person Re-IdentificationCode1
MHSA-Net: Multi-Head Self-Attention Network for Occluded Person Re-IdentificationCode1
Vision Meets Wireless Positioning: Effective Person Re-identification with Recurrent Context PropagationCode1
Generalizing Person Re-Identification by Camera-Aware Invariance Learning and Cross-Domain MixupCode1
Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identificationCode1
Identity-Guided Human Semantic Parsing for Person Re-IdentificationCode1
Dual Distribution Alignment Network for Generalizable Person Re-IdentificationCode1
Joint Disentangling and Adaptation for Cross-Domain Person Re-IdentificationCode1
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-IdentificationCode1
Appearance-Preserving 3D Convolution for Video-based Person Re-identificationCode1
Adaptive L2 Regularization in Person Re-IdentificationCode1
Robust Re-Identification by Multiple Views Knowledge DistillationCode1
Multiple Expert Brainstorming for Domain Adaptive Person Re-identificationCode1
Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-IdentificationCode1
Bootstrap your own latent: A new approach to self-supervised LearningCode1
Attribute-aware Identity-hard Triplet Loss for Video-based Person Re-identificationCode1
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and BeyondCode1
Parameter-Efficient Person Re-identification in the 3D SpaceCode1
Norm-Aware Embedding for Efficient Person SearchCode1
Bi-directional Exponential Angular Triplet Loss for RGB-Infrared Person Re-IdentificationCode1
Style Normalization and Restitution for Generalizable Person Re-identificationCode1
PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic DataCode1
Transferable, Controllable, and Inconspicuous Adversarial Attacks on Person Re-identification With Deep Mis-RankingCode1
Pose-guided Visible Part Matching for Occluded Person ReIDCode1
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-IdentificationCode1
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identificationCode1
Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-IDCode1
Improved Baselines with Momentum Contrastive LearningCode1
Weakly supervised discriminative feature learning with state information for person identificationCode1
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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