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 351–400 of 1488 papers

TitleStatusHype
Diverse Semantics-Guided Feature Alignment and Decoupling for Visible-Infrared Person Re-Identification—0
Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled DataCode0
Neighbor-Based Feature and Index Enhancement for Person Re-IdentificationCode0
TransitReID: Transit OD Data Collection with Occlusion-Resistant Dynamic Passenger Re-Identification—0
SD-ReID: View-aware Stable Diffusion for Aerial-Ground Person Re-Identification—0
LATex: Leveraging Attribute-based Text Knowledge for Aerial-Ground Person Re-Identification—0
FusionSegReID: Advancing Person Re-Identification with Multimodal Retrieval and Precise Segmentation—0
TeLL Me what you cant see—0
CFReID: Continual Few-shot Person Re-IdentificationCode0
Multi-modal Multi-platform Person Re-Identification: Benchmark and Method—0
Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging ScenesCode0
From Laboratory to Real World: A New Benchmark Towards Privacy-Preserved Visible-Infrared Person Re-Identification—0
Clothes-Changing Person Re-identification Based On Skeleton Dynamics—0
Multi-Domain Biometric Recognition using Body Embeddings—0
A Quantitative Evaluation of the Expressivity of BMI, Pose and Gender in Body Embeddings for Recognition and Identification—0
TSDW: A Tri-Stream Dynamic Weight Network for Cloth-Changing Person Re-Identification—0
Technical Report for ReID-SAM on SkiTB Visual Tracking Challenge 2025—0
ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models—0
Prompt-driven Transferable Adversarial Attack on Person Re-Identification with Attribute-aware Textual Inversion—0
Exploring the Camera Bias of Person Re-identification—0
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
Enhanced Visual-Semantic Interaction with Tailored Prompts for Pedestrian Attribute Recognition—0
Identity-Clothing Similarity Modeling for Unsupervised Clothing Change Person Re-Identification—0
Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for 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
Mixture of Submodules for Domain Adaptive Person Search—0
Spectral Enhancement and Pseudo-Anchor Guidance for Infrared-Visible Person Re-IdentificationCode0
Extended Cross-Modality United Learning for Unsupervised Visible-Infrared Person Re-identification—0
CLIP-Based Modality Compensation for Visible-Infrared Image Re-Identification—0
Denoising Nearest Neighbor Graph via Continuous CRF for Visual Re-ranking without Fine-tuning—0
DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-IdentificationCode0
Embedding and Enriching Explicit Semantics for Visible-Infrared Person Re-Identification—0
Dynamic Modality-Camera Invariant Clustering for Unsupervised Visible-Infrared Person Re-identification—0
Image Retrieval Methods in the Dissimilarity Space—0
Mix-Modality Person Re-Identification: A New and Practical Paradigm—0
Cerberus: Attribute-based person re-identification using semantic IDs—0
See What You Seek: Semantic Contextual Integration for Cloth-Changing Person Re-IdentificationCode0
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
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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