Awesome Person Re-identification (Person ReID)

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.

🔆 Other awesome re-identification

• Awesome Cross-modality Person Re-identification
• Awesome Vehicle Re-identification

🔆 Updated 2021-03-04

• My paper [link] accepted to CVPR2021.
• My 'Re-ID' papers accepted to CVPR for two consecutive years. 😊
• I plan to receive a doctoral degree in Jun. or Dec. 2021. I'm currently looking for a full-time job and post-doc position in the US.
• Feel free to visit my personal homepage

Table of Contents (ongoing)

• 1. Statistics
• 2. Survey
• 3. CVPR2021
• 4. ECCV2020
• 5. CVPR2020
• 6. ICCV2019
• 7. CVPR2019
• 8. ECCV2018
• 9. CVPR2018
• 10. ICCV2017
• 11. CVPR2017
• 12. Others
• 13. Datasets
• 14. Codes

1. Statistics

2. Survey

1) "Beyond Intra-modality: A Survey of Heterogeneous Person Re-identification", IJCAI 2020 [paper] [github]

2) "Deep Learning for Person Re-identification: A Survey and Outlook", arXiv 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]

3. CVPR2021

• Person re-identification

1) "Meta Batch-Instance Normalization for Generalizable Person Re-Identification" [paper]

My paper accepted to CVPR2021. It's 2 years in a row. I will upload other CVPR2021 papers when the accepted list is released. 😊

The code will be released soon.

If you would like to post a paper that accepted CVPR2021 in advance, please email me with the paper name and pre-print link.

4. ECCV2020

• 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]

• 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

1) "Online Multi-modal Person Search in Videos" [paper]

2) "ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language" [paper]

3) "Symbiotic Adversarial Learning for Attribute-Based Person Search" [paper]

• Person image synthesis / generation

1) "XingGAN for Person Image Generation" [paper]

5. CVPR2020

• 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]

7) "Relation-Aware Global Attention for Person Re-Identification" [paper] [github]

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]

19) "Pose-Guided Visible Part Matching for Occluded Person ReID" [paper] [github]

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

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) "Cross-Modal Cross-Domain Moment Alignment Network for Person Search" [paper]

5) "TCTS: A Task-Consistent Two-Stage Framework for Person Search" [paper]

6) "Norm-Aware Embedding for Efficient Person Search" [paper]

• Person image synthesis / generation

1) "Controllable Person Image Synthesis With Attribute-Decomposed GAN" [paper] [github]

2) "Deep Image Spatial Transformation for Person Image Generation" [paper] [github]

3) "MISC: Multi-Condition Injection and Spatially-Adaptive Compositing for Conditional Person Image Synthesis" [paper]

6. ICCV2019

• 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

1) "Person Search by Text Attribute Query As Zero-Shot Learning" [paper]

2) "Re-ID Driven Localization Refinement for Person Search" [paper]

7. CVPR2019

• Person re-identification

1) "Weakly Supervised Person Re-Identification" [paper]

2) "Patch-Based Discriminative Feature Learning for Unsupervised Person Re-identification" [paper] [github]

3) "Unsupervised Person Re-identification by Soft Multilabel Learning" [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]

18) "Joint Discriminative and Generative Learning for Person Re-identification" [paper] [github]

19) "Re-Identification Supervised Texture Generation" [paper]

20) "Re-ranking via Metric Fusion for Object Retrieval and Person Re-identification" [paper]

21) "Dissecting Person Re-identification from the Viewpoint of Viewpoint" [paper] [github]

• 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

1) "Learning Context Graph for Person Search" [paper] [github]

2) "Query-guided End-to-End Person Search" [paper] [github]

• Person image synthesis / generation

1) "Progressive Pose Attention Transfer for Person Image Generation" [paper] [github]

2) "Unsupervised Person Image Generation with Semantic Parsing Transformation" [paper] [github]

3) "Text Guided Person Image Synthesis" [paper]

8. ECCV2018

• 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]

3) "Generalizing A Person Retrieval Model Hetero- and Homogeneously" [paper] [Github]

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]

10) "Part-Aligned Bilinear Representations for Person Re-Identification" [paper] [Github]

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

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]

9. CVPR2018

• 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]

10. ICCV2017

• 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]

7) "Dynamic Label Graph Matching for Unsupervised Video Re-Identification" [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

1) "Neural Person Search Machines" [paper]

11. CVPR2017

• 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

1) "Person Search with Natural Language Description" [paper]

2) "Joint Detection and Identification Feature Learning for Person Search" [paper]

12. Others

1) "Unsupervised Person Re-identification: Clustering and Fine-tuning" [paper] [Github]

• 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]

12) "Person Re-identification in Appearance Impaired Scenarios", arXiv 2016 [paper] [github]

13) "Learning Compact Appearance Representation for Video-based Person Re-Identification", arXiv 2017 [paper]

14) "Recurrent Attention Models for Depth-Based Person Identification", CVPR 2016 [paper] [github]

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]

21) "Pedestrian Alignment Network for Large-scale Person Re-Identification", TCSVT 2018 [paper][code]

13. Datasets

• Awesome re-id dataset [github]
• Market-1501 Leaderboard [page]
• Duke Leaderboard [page]
• Re-id dataset collection [page]

14. Codes

• 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]

Reference

https://github.com/handong1587/handong1587.github.io/blob/master/_posts/deep_learning/2015-10-09-re-id.md

Personal information

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

I am currently studying as a visiting researcher at Carnegie Mellon University. So please email me if you are interested in collaborative research among those interested in re-identification in Pittsburgh or another city in the United States.

My person re-identification paper accepted to CVPR2020! See you in Seattle!

• Feel free to visit my homepage
• Check the paper at open access

I plan to receive a doctoral degree in Dec. 2020 or Jun. 2021. I'm currently looking for a full-time job, residency program, or post-doc.

• Feel free to visit my linkedin

Search keyword

• person
• identification
• vehicle
• search

Previous change history

🔆 [Notice]

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.

🔆 Updated 2020-08-26

• The paper links for ECCV2020 papers have been updated.

🔆 Updated 2020-06-08

• The CVPR2020 open access is released.

🔆 Updated 2020-05-20

• The CVPR2020 papers has been updated.
• The CVPR2020 and ICCV2019 papers will be categorized soon.

🔆 Updated 2020-02-25

• One paper has been included in the ICCV2019 section.
  • "Deep Meta Metric Learning"

🔆 Updated 2019-01-17

• One survey paper and its github page has been updated.
  • "Deep Learning for Person Re-identification: A Survey and Outlook"

🔆 Updated 2019-10-25

• The online address of all ICCV2019 papers has been updated.
• The ICCV2019 papers will be categorized soon.

🔆 Updated 2019-09-02

• The accepted ICCV2019 papers on arXiv will continue to be updated.
  • I searched 11 papers to date.
  • The papers have not been categorized yet.

🔆 Updated 2019-08-09

• Useful baseline codes have been linked to the "Code" section

🔆 Updated 2019-07-23

• The paper has been moved to the "unsupervised" section.
  • "Adaptive Transfer Network for Cross-Domain Person Re-Identification", CVPR 2019

🔆 Updated 2019-07-09

• 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]

🔆 Updated 2019-07-04

• The below paper has been re-categorized and updated (github).
  • "Joint Discriminative and Generative Learning for Person Re-identification"

🔆 Updated 2019-06-15

• The CVPR papers have been categorized.

🔆 Updated 2019-06-14

• 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"

🔆 Updated 2019-06-12

• The online address of all CVPR2019 papers has been updated.
• The CVPR2019 papers will be categorized soon.

🔆 Updated 2019-06-03

• 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. Moreover, the latest papers are summarized in my personal blog. Unfortunately, they are written in Korean.