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Awesome-Video-Person-ReIDAwesome

A Collection of Video Person Re-Identification (Video Person-ReID) papers.

Papers

2021

  • Video-based Person Re-identification without Bells and Whistles [paper][code]
  • Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification [paper][code]
  • BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification [paper][code]
  • Watching You: Global-guided Reciprocal Learning for Video-based Person Re-identification [paper][code]
  • The Arm-Swing Is Discriminative in Video Gait Recognition for Athlete Re-Identification [paper]
  • Unsupervised Video Person Re-identification via Noise and Hard frame Aware Clustering [paper]
  • Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos [paper]
  • A Video Is Worth Three Views: Trigeminal Transformers for Video-based Person Re-identification [paper]
  • Spatiotemporal Transformer for Video-based Person Re-identification [paper]
  • Reference-Aided Part-Aligned Feature Disentangling for Video Person Re-Identification [paper]
  • Dense Interaction Learning for Video-based Person Re-identification [paper]

2020

  • Temporal Complementary Learning for Video Person Re-Identification [paper]code]
  • Appearance-Preserving 3D Convolution for Video-based Person Re-identification [paper][code]
  • Robust Re-Identification by Multiple Views Knowledge Distillation [paper][code]
  • Attribute-aware Identity-hard Triplet Loss for Video-based Person Re-identification [paper][code]
  • Set Augmented Triplet Loss for Video Person Re-Identification [paper]
  • Concentrated Multi-Grained Multi-Attention Network for Video Based Person Re-Identification [paper]
  • Temporal Attribute-Appearance Learning Network for Video-based Person Re-Identification [paper]
  • Not 3D Re-ID: a Simple Single Stream 2D Convolution for Robust Video Re-identification [paper]
  • A Flow-Guided Mutual Attention Network for Video-Based Person Re-Identification [paper]
  • Learning Person Re-identification Models from Videos with Weak Supervision [paper]
  • A Symbolic Temporal Pooling method for Video-based Person Re-Identification [paper]
  • Multi-Granularity Reference-Aided Attentive Feature Aggregation for Video-based Person Re-identification [paper]
  • Spatial-Temporal Graph Convolutional Network for Video-Based Person Re-Identification [paper]
  • Video-based Person Re-Identification using Gated Convolutional Recurrent Neural Networks [paper]

2019

  • Rethinking Temporal Fusion for Video-based Person Re-identification on Semantic and Time Aspect [paper][code]
  • Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification [paper][code]
  • Adaptive Graph Representation Learning for Video Person Re-identification [paper][code]
  • Temporal Knowledge Propagation for Image-to-Video Person Re-identification [paper][code]
  • Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification [paper][code]
  • Ordered or Orderless: A Revisit for Video based Person Re-Identification [paper]
  • Video Person Re-Identification using Learned Clip Similarity Aggregation [paper]
  • Learning to Align Multi-Camera Domains using Part-Aware Clustering for Unsupervised Video Person Re-Identification [paper]
  • Video-Based Convolutional Attention for Person Re-Identification [paper]
  • Global-Local Temporal Representations For Video Person Re-Identification [paper]
  • Exploiting Global Camera Network Constraints for Unsupervised Video Person Re-identification [paper]
  • Learning adaptively from the unknown for few-example video person re-ID [paper]
  • VRSTC: Occlusion-Free Video Person Re-Identification [paper]
  • Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification [paper]
  • Video-based Person Re-identification with Two-stream Convolutional Network and Co-attentive Snippet Embedding [paper]
  • Intra-clip Aggregation for Video Person Re-identification [paper]
  • Convolutional Temporal Attention Model for Video-based Person Re-identification [paper]
  • Few-Shot Deep Adversarial Learning for Video-based Person Re-identification [paper]
  • GAN-based Pose-aware Regulation for Video-based Person Re-identification [paper]

2018

  • Spatial and Temporal Mutual Promotion for Video-based Person Re-identification [paper][code]
  • Deep Metric Learning by Online Soft Mining and Class-Aware Attention [paper][code]
  • Video-based Person Re-identification Using Spatial-Temporal Attention Networks [paper][code]
  • Deep Association Learning for Unsupervised Video Person Re-identification [paper][code]
  • 3D PersonVLAD: Learning Deep Global Representations for Video-based Person Re-identification [paper]
  • EgoReID Dataset: Person Re-identification in Videos Acquired by Mobile Devices with First-Person Point-of-View [paper]
  • Deep Active Learning for Video-based Person Re-identification [paper]
  • Multi-scale 3D Convolution Network for Video Based Person Re-Identification [paper]
  • STA: Spatial-Temporal Attention for Large-Scale Video-based Person Re-Identification [paper]
  • Image-to-Video Person Re-Identification by Reusing Cross-modal Embeddings [paper]
  • Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild [paper]
  • Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification [paper]
  • Spatial-Temporal Synergic Residual Learning for Video Person Re-Identification [paper]
  • SCAN: Self-and-Collaborative Attention Network for Video Person Re-identification [paper]
  • Video-based Person Re-identification via 3D Convolutional Networks and Non-local Attention [paper]
  • A Spatial and Temporal Features Mixture Model with Body Parts for Video-based Person Re-Identification [paper]
  • Video Person Re-Identification With Competitive Snippet-Similarity Aggregation and Co-Attentive Snippet Embedding [paper]
  • Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning [paper]
  • Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification [paper]
  • Video Person Re-identification by Temporal Residual Learning [paper]

2017

  • Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identification [paper][code]
  • Video-based Person Re-identification with Accumulative Motion Context [paper][code]
  • Three-Stream Convolutional Networks for Video-based Person Re-Identification [paper]
  • Stepwise Metric Promotion for Unsupervised Video Person Re-Identification [paper]
  • See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-Identification [paper]
  • Learning Compact Appearance Representation for Video-based Person Re-Identification [paper]
  • Video-based Person Re-identification with Accumulative Motion Context [paper]

2016

  • Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach [paper]
  • Recurrent Convolutional Network for Video-Based Person Re-Identification [paper]
  • Top-push Video-based Person Re-identification [paper]