This is a repository for organizing articles related to person re-identification. Most papers are linked to the pdf address provided by "arXiv" or "Openaccess". However, some papers require an academic license to browse. For example, IEEE, springer, and elsevier journal, etc.
- I am a proactive researcher with a solid background in computer vision and machine learning. During my PhD, I conducted profound research on person re-identification and published several papers in top-tier conferences. Additionally, I maintain a GitHub repository summarizing articles on person re-identification. After completing my PhD, I have been expanding my research into various topics, including domain generation and generative AI. Feel free to visit my personal homepage
- Trajectory prediction [github1] [github2]
- Multi-camera multi-object tracking (MCMOT) [github1] [github2] [workshop:AI-city-challange] [workshop:MMP-Tracking]
- I have revised the page to list the most recent conferences at the top.
- CVPR2024, WACV2024, ECCV2023 papers are updated
| Conference | Webpage Link | Person Re-ID | Vehicle Re-ID |
|---|---|---|---|
| CVPR2024 | Click | 17 | 1 |
| WACV2024 | Click | 7 | 0 |
| ICCV2023 | Click | 13 | 0 |
| ACMMM2023 | - | - | - |
| CVPR2023 | Click | 11 | 0 |
| WACV2023 | Click | 4 | 0 |
| ECCV2022 | Click | 10 | 2 |
| CVPR2022 | Click | 23 | 0 |
| ICCV2021 | Click | 24 | 2 |
| CVPR2021 | Click | 25 | 1 |
| ECCV2020 | Click | 25 | 3 |
| CVPR2020 | Click | 24 | 1 |
| ICCV2019 | Click | 33 | 4 |
| CVPR2019 | Click | 21 | 3 |
| ECCV2018 | Click | 15 | - |
| CVPR2018 | Click | 30 | 1 |
| ICCV2017 | Click | 14 | 1 |
| CVPR2017 | Click | 14 | - |
- Person re-identification
2) "Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification" [paper] [github]
3) "Attribute-Guided Pedestrian Retrieval: Bridging Person Re-ID with Internal Attribute Variability" [paper]
5) "A Pedestrian is Worth One Prompt: Towards Language Guidance Person Re-Identification" [paper]
7) "Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification" [paper] [github]
9) "Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions" [paper] [github]
10) "SEAS: ShapE-Aligned Supervision for Person Re-Identification" [paper]
13) "All in One Framework for Multimodal Re-identification in the Wild" [paper]
14) "Shallow-Deep Collaborative Learning for Unsupervised Visible-Infrared Person Re-Identification" [paper] [github]
15) "View-decoupled Transformer for Person Re-identification under Aerial-ground Camera Network" [paper] [github]
- Vehicle re-identification
1) "Day-Night Cross-domain Vehicle Re-identification" [paper]
- Person re-identification
2) "ShARc: Shape and Appearance Recognition for Person Identification In-the-wild" [paper]
3) "Enhancing Diverse Intra-identity Representation for Visible-Infrared Person Re-Identification" [paper]
4) "Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-Identification" [paper] [github]
5) "HashReID: Dynamic Network with Binary Codes for Efficient Person Re-identification" [paper]
6) "Privacy-Enhancing Person Re-identification Framework – A Dual-Stage Approach" [paper]
7) "Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID" [paper]
- Person search (detection + re-id)
- Object re-identification
1) "SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification" [paper]
3) "ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification" [paper]
5) "Computer Vision on the Edge: Individual Cattle Identification in Real-time with ReadMyCow System" [paper]
- Person re-identification
1) "Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identification" [paper] [github]
2) "Learning Clothing and Pose Invariant 3D Shape Representation for Long-Term Person Re-Identification" [paper] [github]
3) "Towards Grand Unified Representation Learning for Unsupervised Visible-Infrared Person Re-Identification" [paper] [github]
5) "Discrepant and Multi-instance Proxies for Unsupervised Person Re-identification" [paper]
6) "Visible-Infrared Person Re-Identification via Semantic Alignment and Affinity Inference" [paper] [github]
7) "Learning Concordant Attention via Target-aware Alignment for Visible-Infrared Person Re-identification" [paper]
8) "Unified Pre-training with Pseudo Texts for Text-To-Image Person Re-identification" [paper] [github]
9) "Modality Unifying Network for Visible-Infrared Person Re-Identification" [paper]
10) "Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification" [paper] [github]
- Person search (detection + re-id)
- Person search (language or attribute)
- Person re-identification
1) "Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-Identification" [paper]
2) "PHA: Patch-Wise High-Frequency Augmentation for Transformer-Based Person Re-Identification" [paper]
3) "Shape-Erased Feature Learning for Visible-Infrared Person Re-Identification" [paper]
4) "TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning With Structure-Trajectory Prompted Reconstruction for Person Re-Identification" [paper]
5) "PartMix: Regularization Strategy To Learn Part Discovery for Visible-Infrared Person Re-Identification" [paper]
6) "Event-Guided Person Re-Identification via Sparse-Dense Complementary Learning" [paper]
7) "Clothing-Change Feature Augmentation for Person Re-Identification" [paper]
8) "Unsupervised Visible-Infrared Person Re-Identification via Progressive Graph Matching and Alternate Learning" [paper]
9) "Towards Modality-Agnostic Person Re-Identification With Descriptive Query" [paper]
10) "An In-Depth Exploration of Person Re-Identification and Gait Recognition in Cloth-Changing Conditions" [paper]
11) "Good Is Bad: Causality Inspired Cloth-Debiasing for Cloth-Changing Person Re-Identification" [paper]
- Person image synthesis / generation / reconstruction / 3D human
1) "3DAvatarGAN: Bridging Domains for Personalized Editable Avatars" [paper]
2) "Person Image Synthesis via Denoising Diffusion Model" [paper]
3) "Linking Garment With Person via Semantically Associated Landmarks for Virtual Try-On" [paper]
- Person re-identification
2) "Graph-Based Self-Learning for Robust Person Re-identification" [paper]
3) "Feature Disentanglement Learning with Switching and Aggregation for Video-based Person Re-Identification" [paper]
4) "Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems" [paper]
- Person search (detection + re-id)
1) "Gallery Filter Network for Person Search" [paper]
2) "SAT: Scale-Augmented Transformer for Person Search" [paper]
3) "MEVID: Multi-view Extended Videos with Identities for Video Person Search" [paper]
- Object re-identification
1) "Bent & Broken Bicycles: Leveraging synthetic data for damaged object re-identification" [paper]
- Person re-identification
1) "Optimal Transport for Label-Efficient Visible-Infrared Person Re-Identification" [paper]
2) "PASS: Part-Aware Self-Supervised Pre-Training for Person Re-Identification" [paper]
3) "Adaptive Cross-Domain Learning for Generalizable Person Re-Identification" [paper]
4) "Dynamically Transformed Instance Normalization Network for Generalizable Person Re-Identification" [paper]
5) "Mimic Embedding via Adaptive Aggregation: Learning Generalizable Person Re-identification" [paper]
6) "Counterfactual Intervention Feature Transfer for Visible-Infrared Person Re-identification" [paper]
7) "Modality Synergy Complement Learning with Cascaded Aggregation for Visible-Infrared Person Re-Identification" [paper]
8) "Cross-Modality Transformer for Visible-Infrared Person Re-Identification" [paper]
9) "CAViT: Contextual Alignment Vision Transformer for Video Object Re-identification" [paper]
10) "Reliability-Aware Prediction via Uncertainty Learning for Person Image Retrieval" [paper]
- Vehicle re-identification
1) "Unstructured Feature Decoupling for Vehicle Re-Identification" [paper]
2) "RVSL: Robust Vehicle Similarity Learning in Real Hazy Scenes Based on Semi-supervised Learning" [paper]
- Person search (detection + re-id)
1) "Domain Adaptive Person Search" [paper]
2) "OIMNet++: Prototypical Normalization and Localization-aware Learning for Person Search" [paper]
- Person search (language or attribute)
1) "A Simple and Robust Correlation Filtering method for text-based person search" [paper]
- Object re-identification
1) "Negative Samples are at Large: Leveraging Hard-distance Elastic Loss for Re-identification" [paper]
- Person image synthesis / generation / reconstruction / 3D human
1) "Cross Attention Based Style Distribution for Controllable Person Image Synthesis" [paper]
2) "FLEX: Extrinsic Parameters-free Multi-view 3D Human Motion Reconstruction" [paper]
3) "DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras" [paper]
4) "UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation" [paper]
5) "3D Clothed Human Reconstruction in the Wild" [paper]
6) "Compositional Human-Scene Interaction Synthesis with Semantic Control" [paper]
7) "IntegratedPIFu: Integrated Pixel Aligned Implicit Function for Single-view Human Reconstruction" [paper]
8) "PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting" [paper]
9) "Implicit Neural Representations for Variable Length Human Motion Generation" [paper]
10) "3D-Aware Semantic-Guided Generative Model for Human Synthesis" [paper]
- Person re-identification
1) "Cloning Outfits From Real-World Images to 3D Characters for Generalizable Person Re-Identification" [paper]
2) "Unleashing Potential of Unsupervised Pre-Training With Intra-Identity Regularization for Person Re-Identification" [paper]
3) "Clothes-Changing Person Re-Identification With RGB Modality Only" [paper]
4) "Part-Based Pseudo Label Refinement for Unsupervised Person Re-Identification" [paper]
5) "Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification" [paper]
6) "FMCNet: Feature-Level Modality Compensation for Visible-Infrared Person Re-Identification" [paper]
7) "Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation" [paper]
8) "Large-Scale Pre-Training for Person Re-Identification With Noisy Labels" [paper]
9) "Feature Erasing and Diffusion Network for Occluded Person Re-Identification" [paper]
10) "Learning Memory-Augmented Unidirectional Metrics for Cross-Modality Person Re-Identification" [paper]
11) "Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification" [paper]
12) "Augmented Geometric Distillation for Data-Free Incremental Person ReID" [paper]
13) "Salient-to-Broad Transition for Video Person Re-Identification" [paper]
14) "NFormer: Robust Person Re-Identification With Neighbor Transformer" [paper]
15) "Implicit Sample Extension for Unsupervised Person Re-Identification" [paper]
16) "Cloth-Changing Person Re-Identification From a Single Image With Gait Prediction and Regularization" [paper]
17) "Learning Modal-Invariant and Temporal-Memory for Video-Based Visible-Infrared Person Re-Identification" [paper]
18) "Meta Distribution Alignment for Generalizable Person Re-Identification" [paper]
19) "Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification" [paper]
20) "AutoLoss-GMS: Searching Generalized Margin-Based Softmax Loss Function for Person Re-Identification" [paper]
21) "Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification" [paper]
22) "Modeling 3D Layout For Group Re-Identification" [paper]
23) "Connecting the Complementary-view Videos: Joint Camera Identification and Subject Association" [paper]
- Person search (detection + re-id)
1) "PSTR: End-to-End One-Step Person Search With Transformers" [paper]
2) "PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking" [paper]
3) "Cascade Transformers for End-to-End Person Search" [paper]
4) "Id-Free Person Similarity Learning" [paper]
- Object re-identification
1) "Dual Cross-Attention Learning for Fine-Grained Visual Categorization and Object Re-Identification" [paper]
2) "Neural Face Identification in a 2D Wireframe Projection of a Manifold Object" [paper]
3) "AirObject: A Temporally Evolving Graph Embedding for Object Identification" [paper]
- Person image synthesis / generation
1) "Exploring Dual-Task Correlation for Pose Guided Person Image Generation" [paper]
2) "Neural Texture Extraction and Distribution for Controllable Person Image Synthesis" [paper]
3) "Self-Supervised Correlation Mining Network for Person Image Generation" [paper]
- Person re-identification
1) "Cross-Modality Person Re-Identification via Modality Confusion and Center Aggregation" [paper]
2) "Clothing Status Awareness for Long-Term Person Re-Identification" [paper]
3) "Dense Interaction Learning for Video-Based Person Re-Identification" [paper]
4) "Explainable Person Re-Identification With Attribute-Guided Metric Distillation" [paper] [github]
5) "Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification" [paper]
6) "Multi-Expert Adversarial Attack Detection in Person Re-Identification Using Context Inconsistency" [paper]
8) "ICE: Inter-Instance Contrastive Encoding for Unsupervised Person Re-Identification" [paper] [github]
10) "Learning To Know Where To See: A Visibility-Aware Approach for Occluded Person Re-Identification" [paper]
11) "CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification" [paper] [github]
12) "Meta Pairwise Relationship Distillation for Unsupervised Person Re-Identification" [paper]
13) "Syncretic Modality Collaborative Learning for Visible Infrared Person Re-Identification" [paper]
14) "Towards Discriminative Representation Learning for Unsupervised Person Re-Identification" [paper]
15) "Video-Based Person Re-Identification With Spatial and Temporal Memory Networks" [paper] [github]
16) "Learning by Aligning: Visible-Infrared Person Re-Identification Using Cross-Modal Correspondences" [paper] [github]
17) "Spatio-Temporal Representation Factorization for Video-Based Person Re-Identification" [paper]
20) "Occlude Them All: Occlusion-Aware Attention Network for Occluded Person Re-ID" [paper]
22) "Learning Instance-Level Spatial-Temporal Patterns for Person Re-Identification" [paper] [github]
24) "Attack-Guided Perceptual Data Generation for Real-World Re-Identification" [paper]
- Vehicle re-identification
1) "Self-Supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond" [paper]
2) "Heterogeneous Relational Complement for Vehicle Re-Identification" [paper]
- Person search (detection + re-id)
1) "End-to-End Trainable Trident Person Search Network Using Adaptive Gradient Propagation" [paper]
2) "Weakly Supervised Person Search With Region Siamese Networks" [paper]
- Person search (language or attribute)
1) "LapsCore: Language-Guided Person Search via Color Reasoning" [paper]
- Object re-identification
- Person image synthesis / generation
1) "Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-On and Outfit Editing" [paper] [github]
2) "Structure-Transformed Texture-Enhanced Network for Person Image Synthesis" [paper]
- Person re-identification
3) "Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification" [paper][github]
4) "Watching You: Global-guided Reciprocal Learning for Video-based Person Re-identification" [paper]
6) "Combined Depth Space based Architecture Search For Person Re-identification" [paper]
7) "Neural Feature Search for RGB-Infrared Person Re-Identification" [paper]
8) "Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification" [paper][github]
10) "Coarse-To-Fine Person Re-Identification With Auxiliary-Domain Classification and Second-Order Information Bottleneck" [paper]
11) "Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification" [paper]
12) "Joint Generative and Contrastive Learning for Unsupervised Person Re-Identification" [paper]
13) "BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification" [paper]
14) "Person30K: A Dual-Meta Generalization Network for Person Re-Identification" [paper]
15) "Diverse Part Discovery: Occluded Person Re-Identification With Part-Aware Transformer" [paper]
16) "Discover Cross-Modality Nuances for Visible-Infrared Person Re-Identification" [paper]
17) "Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos" [paper]
18) "Learning 3D Shape Feature for Texture-Insensitive Person Re-Identification" [paper]
19) "Partial Person Re-Identification With Part-Part Correspondence Learning" [paper]
20) "Fine-Grained Shape-Appearance Mutual Learning for Cloth-Changing Person Re-Identification" [paper]
21) "UnrealPerson: An Adaptive Pipeline Towards Costless Person Re-Identification" [paper]
22) "Person Re-Identification Using Heterogeneous Local Graph Attention Networks" [paper]
23) "Wide-Baseline Multi-Camera Calibration Using Person Re-Identification" [paper]
24) "Unsupervised Pre-Training for Person Re-Identification" [paper]
25) "Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts" [paper]
- Vehicle re-identification
1) "PhD Learning: Learning With Pompeiu-Hausdorff Distances for Video-Based Vehicle Re-Identification" [paper]
- Person search (detection + re-id)
1) "Anchor-Free Person Search" [paper]
2) "Prototype-Guided Saliency Feature Learning for Person Search" [paper]
- Object re-identification
1) "Refining Pseudo Labels With Clustering Consensus Over Generations for Unsupervised Object Re-Identification" [paper]
- Person image synthesis / generation
1) "PISE: Person Image Synthesis and Editing With Decoupled GAN" [paper]
2) "Learning Semantic Person Image Generation by Region-Adaptive Normalization" [paper]
3) "MUST-GAN: Multi-Level Statistics Transfer for Self-Driven Person Image Generation" [paper]
- Person re-identification
1) "Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification" [paper]
2) "Appearance-Preserving 3D Convolution for Video-based Person Re-identification" [paper]
3) "Identity-Guided Human Semantic Parsing for Person Re-Identification" [paper]
4) "Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians" [paper]
5) "Multiple Expert Brainstorming for Domain Adaptive Person Re-identification" [paper]
6) "Global Distance-distributions Separation for Unsupervised Person Re-identification" [paper]
7) "Faster Person Re-Identification" [paper]
8) "Deep Credible Metric Learning for Unsupervised Domain Adaptation Person Re-identification" [paper]
9) "Temporal Coherence or Temporal Motion: Which is More Critical for Video-based Person Re-identification?" [paper]
10) "Interpretable and Generalizable Person Re-identification with Query-adaptive Convolution and Temporal Lifting" [paper]
11) "Unsupervised Domain Adaptation with Noise Resistible Mutual-Training for Person Re-identification" [paper]
12) "Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization" [paper]
13) "Generalizing Person Re-Identification by Camera-Aware Invariance Learning and Cross-Domain Mixup" [paper]
14) "Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification" [paper]
15) "Joint Visual and Temporal Consistency for Unsupervised Domain Adaptive Person Re-Identification" [paper]
16) "Temporal Complementary Learning for Video Person Re-Identification" [paper]
17) "Prediction and Recovery for Adaptive Low-Resolution Person Re-Identification" [paper]
18) "An Attention-driven Two-stage Clustering Method for Unsupervised Person Re-Identification" [paper]
19) "Guided Saliency Feature Learning for Person Re-identification in Crowded Scenes" [paper]
20) "Robust Re-Identification by Multiple Views Knowledge Distillation" [paper]
21) "Character Grounding and Re-Identification in Story of Videos and Text Descriptions" [paper]
22) "ReAD: Reciprocal Attention Discriminator for Image-to-Video Re-Identification" [paper]
23) "Exploiting Temporal Coherence for Self-Supervised One-shot Video Re-identification" [paper]
24) "Unsupervised domain adaptation in the dissimilarity space for person re-identification" [paper]
25) "CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions" [paper]
- Vehicle re-identification
1) "Simulating Content Consistent Vehicle Datasets with Attribute Descent" [paper]
2) "The Devil is in the Details: Self-Supervised Attention for Vehicle Re-Identification" [paper]
3) "Orientation-aware Vehicle Re-identification with Semantics-guided Part Attention Network" [paper]
- Person search (detection + re-id)
1) "Online Multi-modal Person Search in Videos" [paper]
- Person search (language or attribute)
1) "ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language" [paper]
2) "Symbiotic Adversarial Learning for Attribute-Based Person Search" [paper]
- Person image synthesis / generation
1) "XingGAN for Person Image Generation" [paper]
- Person re-identification
1) "Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification" [paper] [github] [video]
2) "Transferable, Controllable, and Inconspicuous Adversarial Attacks on Person Re-identification With Deep Mis-Ranking" [paper] [github]
3) "Inter-Task Association Critic for Cross-Resolution Person Re-Identification" [paper]
4) "Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification" [paper]
5) "Online Joint Multi-Metric Adaptation From Frequent Sharing-Subset Mining for Person Re-Identification" [paper]
6) "Style Normalization and Restitution for Generalizable Person Re-Identification" [paper]
8) "Spatial-Temporal Graph Convolutional Network for Video-Based Person Re-Identification" [paper]
9) "Salience-Guided Cascaded Suppression Network for Person Re-Identification" [paper]
10) "Unsupervised Person Re-Identification via Softened Similarity Learning" [paper]
11) "Weakly Supervised Discriminative Feature Learning With State Information for Person Identification" [paper] [github]
12) "High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification" [paper] [github]
13) "Unity Style Transfer for Person Re-Identification" [paper]
14) "AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-Identification" [paper]
15) "Multi-Granularity Reference-Aided Attentive Feature Aggregation for Video-Based Person Re-Identification" [paper]
16) "Smoothing Adversarial Domain Attack and P-Memory Reconsolidation for Cross-Domain Person Re-Identification" [paper]
17) "Learning Longterm Representations for Person Re-Identification Using Radio Signals" [paper]
18) "Unsupervised Person Re-Identification via Multi-Label Classification" [paper]
20) "Camera On-Boarding for Person Re-Identification Using Hypothesis Transfer Learning" [paper]
21) "Cross-Modality Person Re-Identification With Shared-Specific Feature Transfer" [paper]
22) "Hierarchical Clustering With Hard-Batch Triplet Loss for Person Re-Identification" [paper]
23) "Real-World Person Re-Identification via Degradation Invariance Learning" [paper]
24) "COCAS: A Large-Scale Clothes Changing Person Dataset for Re-Identification" [paper]
- Vehicle re-identification
1) "Parsing-Based View-Aware Embedding Network for Vehicle Re-Identification" [paper]
- Person search (detection + re-id)
1) "Instance Guided Proposal Network for Person Search" [paper]
2) "Bi-Directional Interaction Network for Person Search" [paper]
3) "Robust Partial Matching for Person Search in the Wild" [paper]
4) "TCTS: A Task-Consistent Two-Stage Framework for Person Search" [paper]
5) "Norm-Aware Embedding for Efficient Person Search" [paper]
- Person search (language or attribute)
1) "Cross-Modal Cross-Domain Moment Alignment Network for Person Search" [paper]
- Person image synthesis / generation
3) "MISC: Multi-Condition Injection and Spatially-Adaptive Compositing for Conditional Person Image Synthesis" [paper]
- Person re-identification
1) "Instance-Guided Context Rendering for Cross-Domain Person Re-Identification" [paper]
2) "Mixed High-Order Attention Network for Person Re-Identification" [paper]
3) "Pose-Guided Feature Alignment for Occluded Person Re-Identification" [paper]
4) "Robust Person Re-Identification by Modelling Feature Uncertainty" [paper]
5) "Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification" [paper]
6) "RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment" [paper]
7) "Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification" [paper]
8) "Batch DropBlock Network for Person Re-Identification and Beyond" [paper]
9) "Omni-Scale Feature Learning for Person Re-Identification" [paper]
10) "Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification" [paper]
11) "Second-Order Non-Local Attention Networks for Person Re-Identification" [paper]
12) "Global-Local Temporal Representations for Video Person Re-Identification" [paper]
13) "Spectral Feature Transformation for Person Re-Identification" [paper]
14) "Self-Similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-Identification" [paper]
15) "Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification" [paper]
16) "View Confusion Feature Learning for Person Re-Identification" [paper]
17) "MVP Matching: A Maximum-Value Perfect Matching for Mining Hard Samples, With Application to Person Re-Identification" [paper]
18) "Unsupervised Person Re-Identification by Camera-Aware Similarity Consistency Learning" [paper]
19) "Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation" [paper]
20) "Discriminative Feature Learning With Consistent Attention Regularization for Person Re-Identification" [paper]
21) "A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification" [paper]
22) "Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification" [paper]
23) "Self-Training With Progressive Augmentation for Unsupervised Cross-Domain Person Re-Identification" [paper]
24) "Unsupervised Graph Association for Person Re-Identification" [paper]
25) "advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns" [paper]
26) "ABD-Net: Attentive but Diverse Person Re-Identification" [paper]
27) "Foreground-Aware Pyramid Reconstruction for Alignment-Free Occluded Person Re-Identification" [paper]
28) "SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification" [paper]
29) "Self-Critical Attention Learning for Person Re-Identification" [paper]
30) "Temporal Knowledge Propagation for Image-to-Video Person Re-Identification" [paper]
31) "Deep Constrained Dominant Sets for Person Re-Identification" [paper]
32) "Bilinear Attention Networks for Person Retrieval" [paper]
33) "Deep Meta Metric Learning" [paper]
- Vehicle re-identification
1) "PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data" [paper]
2) "Vehicle Re-Identification in Aerial Imagery: Dataset and Approach" [paper]
3) "A Dual-Path Model With Adaptive Attention for Vehicle Re-Identification" [paper]
4) "Vehicle Re-Identification With Viewpoint-Aware Metric Learning" [paper]
- Person search (detection + re-id)
1) "Re-ID Driven Localization Refinement for Person Search" [paper]
- Person search (language or attribute)
1) "Person Search by Text Attribute Query As Zero-Shot Learning" [paper]
- Person re-identification
1) "Weakly Supervised Person Re-Identification" [paper]
2) "Patch-Based Discriminative Feature Learning for Unsupervised Person Re-identification" [paper] [github]
4) "Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification" [paper] [github]
5) "Adaptive Transfer Network for Cross-Domain Person Re-Identification" [paper]
6) "Densely Semantically Aligned Person Re-Identification" [paper]
7) "Generalizable Person Re-identification by Domain-Invariant Mapping Network" [paper]
8) "Re-Identification with Consistent Attentive Siamese Networks" [paper]
9) "Distilled Person Re-identification: Towards a More Scalable System" [paper]
10) "Towards Rich Feature Discovery with Class Activation Maps Augmentation for Person Re-Identification" [paper]
11) "AANet: Attribute Attention Network for Person Re-Identification" [paper]
12) "Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training" [paper]
13) "Interaction-and-Aggregation Network for Person Re-identification" [paper]
14) "Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification" [paper]
15) "VRSTC: Occlusion-Free Video Person Re-Identification" [paper]
16) "Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification" [paper]
17) "Learning to Reduce Dual-level Discrepancy for Infrared-Visible Person Re-identification" [paper]
19) "Re-Identification Supervised Texture Generation" [paper]
20) "Re-ranking via Metric Fusion for Object Retrieval and Person Re-identification" [paper]
- Vehicle re-identification
1) "Part-regularized Near-Duplicate Vehicle Re-identification" [paper]
2) "CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification" [paper]
3) "VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild" [paper]
- Person search (detection + re-id)
- Person image synthesis / generation
3) "Text Guided Person Image Synthesis" [paper]
- Person re-identification
1) "Domain Adaptation through Synthesis for Unsupervised Person Re-identification" [paper]
2) "Unsupervised Person Re-identification by Deep Learning Tracklet Association" [paper]
4) "Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild" [paper]
5) "Maximum Margin Metric Learning Over Discriminative Nullspace for Person Re-identification" [paper]
6) "Person Re-identification with Deep Similarity-Guided Graph Neural Network" [paper]
7) "Pose-Normalized Image Generation for Person Re-identification" [paper]
8) "Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association" [paper]
9) "Hard-Aware Point-to-Set Deep Metric for Person Re-identification" [paper]
11) "Mancs: A Multi-task Attentional Network with Curriculum Sampling for Person Re-identification" [paper]
12) "Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline)" [paper]
13) "Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification" [paper]
14) "Adversarial Open-World Person Re-Identification" [paper]
15) "Integrating Egocentric Videos in Top-view Surveillance Videos: Joint Identification and Temporal Alignment" [paper]
- Person search (detection + re-id)
1) "RCAA: Relational Context-Aware Agents for Person Search" [paper]
2) "Person Search in Videos with One Portrait Through Visual and Temporal Links" [paper]
3) "Person Search by Multi-Scale Matching" [paper]
4) "Person Search via A Mask-Guided Two-Stream CNN Model" [paper]
- Person re-identification
1) "Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatial-Temporal Patterns" [paper] [Github]
2) "Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification" [paper]
3) "Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification" [paper] [Github]
4) "Disentangled Person Image Generation" [paper]
5) "Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning" [paper] [Github] [Homepage]
6) "Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification" [paper]
7) "A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking" [paper]
8) "Human Semantic Parsing for Person Re-identification" [paper]
9) "Video Person Re-identification with Competitive Snippet-similarity Aggregation and Co-attentive Snippet Embedding" [paper]
10) "Mask-guided Contrastive Attention Model for Person Re-Identification" [paper]
11) "Person Re-identification with Cascaded Pairwise Convolutions" [paper]
12) "Multi-Level Factorisation Net for Person Re-Identification" [paper]
13) "Attention-Aware Compositional Network for Person Re-identification" [paper]
14) "Deep Group-shuffling Random Walk for Person Re-identification" [paper]
15) "Harmonious Attention Network for Person Re-Identification" [paper]
16) "Efficient and Deep Person Re-Identification using Multi-Level Similarity" [paper]
17) "Pose Transferrable Person Re-Identification" [paper]
18) "Adversarially Occluded Samples for Person Re-identification" [paper]
19) "Camera Style Adaptation for Person Re-identification" [paper]
20) "Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification" [paper]
21) "Easy Identification from Better Constraints: Multi-Shot Person Re-Identification from Reference Constraints" [paper]
22) "Eliminating Background-bias for Robust Person Re-identification" [paper]
23) "Features for Multi-Target Multi-Camera Tracking and Re-Identification" [paper]
24) "Multi-shot Pedestrian Re-identification via Sequential Decision Making" [paper]
25) "End-to-End Deep Kronecker-Product Matching for Person Re-identification" [paper]
26) "Deep Spatial Feature Reconstruction for Partial Person Re-identification: Alignment-free Approach" [paper]
27) "Resource Aware Person Re-identification across Multiple Resolutions" [paper]
28) "Group Consistent Similarity Learning via Deep CRF for Person Re-Identification" [paper]
29) "Person Transfer GAN to Bridge Domain Gap for Person Re-Identification" [paper]
30) "Exploiting Transitivity for Learning Person Re-identification Models on a Budget" [paper]
- Vehicle re-identification
1) "Viewpoint-aware Attentive Multi-view Inference for Vehicle Re-identification" [paper]
- Person re-identification
1) "Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification" [paper] [Github]
2) "Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification" [paper]
3) "SHaPE: A Novel Graph Theoretic Algorithm for Making Consensus-based Decisions in Person Re-identification Systems" [paper]
4) "Stepwise Metric Promotion for Unsupervised Video Person Re-identification" [paper]
5) "Group Re-Identification via Unsupervised Transfer of Sparse Features Encoding" [paper]
6) "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro" [paper] [Github]
8) "A Two Stream Siamese Convolutional Neural Network For Person Re-Identification" [paper]
9) "Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras" [paper]
10) "Deeply-Learned Part-Aligned Representations for Person Re-Identification" [paper]
11) "Pose-driven Deep Convolutional Model for Person Re-identification" [paper]
12) "Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identification" [paper]
13) "Multi-scale Deep Learning Architectures for Person Re-identification" [paper]
14) "RGB-Infrared Cross-Modality Person Re-Identification" [paper]
- Vehicle re-identification
1) "Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-identification" [paper]
- Person search (detection + re-id)
1) "Neural Person Search Machines" [paper]
- Person re-identification
1) "One-Shot Metric Learning for Person Re-Identification" [paper]
2) "Unsupervised Adaptive Re-Identification in Open World Dynamic Camera Networks" [paper]
3) "Learning Deep Context-Aware Features Over Body and Latent Parts for Person Re-Identification" [paper]
4) "Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification" [paper]
5) "Spindle Net: Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion" [paper]
6) "Re-Ranking Person Re-Identification With k-Reciprocal Encoding" [paper]
7) "Scalable Person Re-Identification on Supervised Smoothed Manifold" [paper]
8) "Point to Set Similarity Based Deep Feature Learning for Person Re-Identification" [paper]
9) "Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation" [paper]
10) "See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-Identification" [paper]
11) "Consistent-Aware Deep Learning for Person Re-Identification in a Camera Network" [paper]
12) "Multiple People Tracking by Lifted Multicut and Person Re-Identification" [paper]
13) "Pose-Aware Person Recognition" [paper]
14) "Person Re-Identification in the Wild" [paper]
- Person search (detection + re-id)
1) "Joint Detection and Identification Feature Learning for Person Search" [paper]
- Person search (language or attribute)
1) "Person Search with Natural Language Description" [paper]
1) "Beyond Intra-modality: A Survey of Heterogeneous Person Re-identification", IJCAI 2020 [paper] [github]
3) "Person search: New paradigm of person re-identification: A survey and outlook of recent works", Image and Vision Computing 2020 [paper]
4) "A Survey of Open-World Person Re-identification", TCSVT 2019, [paper]
5) "Person Re-identification: Past, Present and Future", arXiv 2016 [paper]
6) "A survey of approaches and trends in person re-identification", Image and Vision Computing 2014 [paper]
7) "Appearance Descriptors for Person Re-identification: a Comprehensive Review", arXiv 2013 [paper]
- Gait-based approach
These are papers that search for "gait" and "person re-identification" in google scholar.
1) "Person Re-identification by Video Ranking", ECCV2014 [paper]
2) "Person Re-identification using View-dependent Score-level Fusion of Gait and Color Features", ICPR 2012 [paper]
3) "Enhancing Person Re-identification by Integrating Gait Biometric", Neurocomputing 2015 [paper]
4) "A Hierarchical Method Combining Gait and Phase of Motion with Spatiotemporal Model for Person Re-identification", Pattern Recognition Letters 2012 [paper]
5) "Person Re-Identification by Discriminative Selection in Video Ranking", TPAMI 2016 [paper]
6) "A Spatio-temporal Appearance Representation for Video-based Pedestrian Re-identification", ICCV 2015 [paper] [project]
7) "Gait-Assisted Person Re-identification in Wide Area Surveillance", ACCV 2014 [paper]
8) "Person Re-identification by Unsupervised Video Matching", Pattern Recognition 2017 [paper]
9) "Swiss-System Based Cascade Ranking for Gait-Based Person Re-identification", AAAI 2015 [paper]
10) "Person Re-identification using Height-based Gait in Colour Depth Camera", ICIP 2013 [paper]
11) "Review of person re-identification techniques", IET Computer vision 2013 [paper]
13) "Learning Compact Appearance Representation for Video-based Person Re-Identification", arXiv 2017 [paper]
15) "Towards view-point invariant Person Re-identification via fusion of Anthropometric and Gait Features from Kinect measurements", VISAPP 2017 [paper]
16) "Person Re-identification in Frontal Gait Sequences via Histogram of Optic Flow Energy Image", ICACIVS 2016 [paper]
17) "Learning Bidirectional Temporal Cues for Video-based Person Re-Identification", TCSVT 2016 [paper]
18) "Gait-based Person Re-identification, A Survey", ACM CSUR 2019 [paper]
19) "Gait Recognition via Semi-supervised Disentangled Representation Learning to Identity and Covariate Features", CVPR 2020 [paper]
20) "GaitPart: Temporal Part-Based Model for Gait Recognition", CVPR 2020 [paper]
- Awesome re-id dataset [github]
- Market-1501 Leaderboard [page]
- Duke Leaderboard [page]
- Re-id dataset collection [page]
- Library for deep-learning person re-identification [Torchreid(pytorch)] [Openreid(pytorch)]
- Person reid baseline [IDE(Caffe)] [Tricks(pytorch)] [Triplet(pytorch)] [GAN(pytorch)] [GAN(Matlab)] [FDGAN(pytorch)] [DGNet(pytorch)]
- Cross modal reid baseline [Visual-thermal reid(pytorch)]
- Vehicle reid baseline [Jakel21(pytorch)] [lxc86739795(pytorch)] [AICity 2020 Champion(pytorch)]
- Person reid with Pedestrian alignment [STN(Matlab)]
- 3D Person reid [Pytorch]
- Language Person Search [Matlab]
- 2stream Person reid [Matlab]
People who meet the following criteria are free to request a pull (pull request).
- Suggestions for new categories
- Changes to categories for some articles
- Corrections to the statistical tables
- Additions of a summary or performance
- person
- identification
- vehicle
- search
The github page will be revised largely at 2020 to provide more convenient information. For example changing category, adding ML paper, adding github code, etc.
- PDF links to all WACV2023 papers have been uploaded.
- PDF links to all CVPR2023 papers have been uploaded.
- Template is updated (The conference list has been changed reversely).
- ECCV2022 papers are online now link
- PDF links to all ECCV2022 papers have been uploaded.
- CVPR2022 papers are online now link
- PDF links to all CVPR2022 papers have been uploaded.
- ICCV2021 papers are online now link
- PDF links to all ICCV2021 papers have been uploaded.
- CVPR2021 papers are online now link
- PDF links to all CVPR2021 papers have been uploaded.
- The paper links for ECCV2020 papers have been updated.
- The CVPR2020 open access is released.
- The CVPR2020 papers has been updated.
- The CVPR2020 and ICCV2019 papers will be categorized soon.
- One paper has been included in the ICCV2019 section.
- "Deep Meta Metric Learning"
- One survey paper and its github page has been updated.
- "Deep Learning for Person Re-identification: A Survey and Outlook"
- The online address of all ICCV2019 papers has been updated.
- The ICCV2019 papers will be categorized soon.
- The accepted ICCV2019 papers on arXiv will continue to be updated.
- I searched 11 papers to date.
- The papers have not been categorized yet.
- Useful baseline codes have been linked to the "Code" section
- The paper has been moved to the "unsupervised" section.
- "Adaptive Transfer Network for Cross-Domain Person Re-Identification", CVPR 2019
- The paper has been included in the survey section.
- "A Survey of Open-World Person Re-identification"
- My new github page has been released. [Awesome-cross-modality-person-re-identification]
- The below paper has been re-categorized and updated (github).
- "Joint Discriminative and Generative Learning for Person Re-identification"
- The CVPR papers have been categorized.
- Two papers have been included.
- "Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification"
- "Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification"
- The online address of all CVPR2019 papers has been updated.
- The CVPR2019 papers will be categorized soon.
- The github page for "Query-guided End-to-End Person Search" has been updated.
- The github page for "Dissecting Person Re-identification from the Viewpoint of Viewpoint" has been updated.
I will immediately reflect the matter if it should be corrected. I hope this github page helps many people with research purposes.