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Awesome-ReID

Here is a collection of ReID-related research with links to papers and code. You are welcome to submit PRs if you find something missing.

Conferences

ICCV 2019

  • RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment. [paper] [code]
  • Unsupervised Graph Association for Person Re-identification. [paper] [code]
  • Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification. [paper] [code]
  • Spectral Feature Transformation for Person Re-Identification. [paper] [code]
  • Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification. [paper] [code]
  • Co-segmentation Inspired Attention Networks for Video-based Person Re-identification. [paper][code]
  • Mixed High-Order Attention Network for Person Re-Identification. [paper][code]
  • ABD-Net: Attentive but Diverse Person Re-Identification. [paper] [code]
  • Omni-Scale Feature Learning for Person Re-Identification. [paper] [code]

CVPR 2019

  • Joint Discriminative and Generative Learning for Person Re-identification. [paper][code]
  • Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification. [paper][code]
  • Dissecting Person Re-identification from the Viewpoint of Viewpoint. [paper][code]
  • Unsupervised Person Re-identification by Soft Multilabel Learning. [paper][code]
  • Patch-based Discriminative Feature Learning for Unsupervised Person Re-identification. [paper][code]

AAAI 2019

  • Spatial and Temporal Mutual Promotion for Video-based Person Re-identification. [paper][code]
  • Spatial-Temporal Person Re-identification. [paper][code]
  • Horizontal Pyramid Matching for Person Re-identification. [paper][code]
  • Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-identification. [paper][code]
  • A Bottom-Up Clustering Approach to Unsupervised Person Re-identification. [paper][code]

NeurIPS 2018

  • FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification. [paper][code]

ECCV 2018

  • Generalizing A Person Retrieval Model Hetero- and Homogeneously. [paper][code]
  • Pose-Normalized Image Generation for Person Re-identification. [paper][code]

CVPR 2018

  • Camera Style Adaptation for Person Re-Identification. [paper][code]
  • Deep Group-Shuffling Random Walk for Person Re-Identification. [paper][code]
  • End-to-End Deep Kronecker-Product Matching for Person Re-identification. [paper][code]
  • Features for Multi-Target Multi-Camera Tracking and Re-Identification. [paper][code]
  • Group Consistent Similarity Learning via Deep CRF for Person Re-Identification. [paper][code]
  • Harmonious Attention Network for Person Re-Identification. [paper][code]
  • Human Semantic Parsing for Person Re-Identification. [paper][code]
  • Multi-Level Factorisation Net for Person Re-Identification. [paper][code]
  • Resource Aware Person Re-identification across Multiple Resolutions. [paper][code]
  • Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning. [paper][code]

ArXiv

  • Revisiting Temporal Modeling for Video-based Person ReID. [paper][code]
  • Learning Generalisable Omni-Scale Representations for Person Re-Identification [paper][code]