awesome-reid

TOC

1. Survey

A Survey of Open-World Person Re-identification, TCSVT2019, [paper]

Person Re-identification: Past, Present and Future, arXiv2016 [paper]

Appearance Descriptors for Person Re-identification: a Comprehensive Review, arXiv2013 [paper]

2. Perosn Re-ID

Unsupervised Person Re-ID (Domain Adaptation, Semi-Supervised, etc.)

Unsupervised Person Re-Identification by Camera-Aware Similarity Consistency Learning, ICCV2019, [paper]

Unsupervised Graph Association for Person Re-Identification, ICCV2019, [paper]

Instance-Guided Context Rendering for Cross-Domain Person Re-Identification, ICCV2019, [paper]

Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification, ICCV2019, oral, [paper]

[SSG++] Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification, ICCV2019, [paper][code]

A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification, ICCV2019, [paper]

One Shot Domain Adaptation for Person Re-Identification, ArXiv2018, [paper]

Self-Training With Progressive Augmentation for Unsupervised Cross-Domain Person Re-Identification, ICCV2019, [paper]

Weakly Supervised Person Re-Identification, CVPR2019, [paper]

Patch-Based Discriminative Feature Learning for Unsupervised Person Re-identification, CVPR2019, [paper] [github]

Unsupervised Person Re-identification by Soft Multilabel Learning, CVPR2019, [paper] [github]

Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification, CVPR2019, [paper] [github]

Adaptive Transfer Network for Cross-Domain Person Re-Identification, CVPR2019, [paper]

Domain Adaptation through Synthesis for Unsupervised Person Re-identification, ECCV2018, [paper]

Unsupervised Person Re-identification by Deep Learning Tracklet Association, ECCV2018, [paper]

Generalizing A Person Retrieval Model Hetero- and Homogeneously, ECCV2018, [paper] [Github]

Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild, ECCV2018, [paper]

Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatial-Temporal Patterns, CVPR2018, [paper] [Github]

Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification, CVPR2018, [paper]

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification, CVPR2018, [paper] [Github]

Disentangled Person Image Generation, CVPR2018, [paper]

Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning, CVPR2018, [paper] [Github] [Homepage]

Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification, ICCV2017, [paper] [Github]

Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification, ICCV2017, [paper]

SHaPE: A Novel Graph Theoretic Algorithm for Making Consensus-based Decisions in Person Re-identification Systems, ICCV2017, [paper]

Stepwise Metric Promotion for Unsupervised Video Person Re-identification, ICCV2017 [paper]

Group Re-Identification via Unsupervised Transfer of Sparse Features Encoding, ICCV2017, [paper]

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro, ICCV2017, [paper] [Github]

Dynamic Label Graph Matching for Unsupervised Video Re-Identification, ICCV2017, [paper] [Github]

One-Shot Metric Learning for Person Re-Identification, CVPR2017, [paper]

Unsupervised Adaptive Re-Identification in Open World Dynamic Camera Networks, CVPR2017, [paper]

Unsupervised Person Re-identification: Clustering and Fine-tuning, ArXiv2017, [paper] [Github]

Supervised Person Re-ID

Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification, ICCV2019, [paper]

ABD-Net: Attentive but Diverse Person Re-Identification, ICCV2019, [paper]

Omni-Scale Feature Learning for Person Re-Identification, ICCV2019, [paper]

Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification, ICCV2019, [paper]

Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification, ICCV2019, [paper]

Mixed High-Order Attention Network for Person Re-Identification, ICCV2019, [paper]

Temporal Knowledge Propagation for Image-to-Video Person Re-identification, ICCV2019, [paper]

Pose-Guided Feature Alignment for Occluded Person Re-Identification, ICCV2019, [paper]

Batch DropBlock Network for Person Re-Identification and Beyond, ICCV2019, [paper]

Second-Order Non-Local Attention Networks for Person Re-Identification, ICCV2019, [paper]

Global-Local Temporal Representations for Video Person Re-Identification, ICCV2019, [paper]

Spectral Feature Transformation for Person Re-Identification, ICCV2019, [paper]

Foreground-Aware Pyramid Reconstruction for Alignment-Free Occluded Person Re-Identification, ICCV2019, [paper]

Self-Critical Attention Learning for Person Re-Identification, ICCV2019, [paper]

Temporal Knowledge Propagation for Image-to-Video Person Re-Identification, ICCV2019, [paper]

Deep Constrained Dominant Sets for Person Re-Identification, ICCV2019, [paper]

Densely Semantically Aligned Person Re-Identification, CVPR2019, [paper]

Generalizable Person Re-identification by Domain-Invariant Mapping Network, CVPR2019, [paper]

Re-Identification with Consistent Attentive Siamese Networks, CVPR2019, [paper]

Distilled Person Re-identification: Towards a More Scalable System, CVPR2019, [paper]

Towards Rich Feature Discovery with Class Activation Maps Augmentation for Person Re-Identification, CVPR2019, [paper]

AANet: Attribute Attention Network for Person Re-Identification, CVPR2019, [paper]

Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training, CVPR2019, [paper]

Interaction-and-Aggregation Network for Person Re-identification, CVPR2019, [paper]

Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification, CVPR2019, [paper]

VRSTC: Occlusion-Free Video Person Re-Identification, CVPR2019, [paper]

Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification, CVPR2019, [paper]

Maximum Margin Metric Learning Over Discriminative Nullspace for Person Re-identification, ECCV2018, [paper]

Person Re-identification with Deep Similarity-Guided Graph Neural Network, ECCV2018, [paper]

Pose-Normalized Image Generation for Person Re-identification, ECCV2018, [paper]

Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association, ECCV2018, [paper]

Hard-Aware Point-to-Set Deep Metric for Person Re-identification, ECCV2018, [paper]

Part-Aligned Bilinear Representations for Person Re-Identification, ECCV2018, [paper] [Github]

Mancs: A Multi-task Attentional Network with Curriculum Sampling for Person Re-identification, ECCV2018, [paper]

Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline), ECCV2018, [paper]

Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification, CVPR2018, [paper]

A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking, CVPR2018, [paper]

Human Semantic Parsing for Person Re-identification, CVPR2018, [paper]

Video Person Re-identification with Competitive Snippet-similarity Aggregation and Co-attentive Snippet Embedding, CVPR2018, [paper]

Mask-guided Contrastive Attention Model for Person Re-Identification, CVPR2018, [paper]

Person Re-identification with Cascaded Pairwise Convolutions, CVPR2018, [paper]

Multi-Level Factorisation Net for Person Re-Identification, CVPR2018, [paper]

Attention-Aware Compositional Network for Person Re-identification, CVPR2018, [paper]

Deep Group-shuffling Random Walk for Person Re-identification, CVPR2018, [paper]

Harmonious Attention Network for Person Re-Identification, CVPR2018, [paper]

Efficient and Deep Person Re-Identification using Multi-Level Similarity, CVPR2018, [paper]

Pose Transferrable Person Re-Identification, CVPR2018, [paper]

Adversarially Occluded Samples for Person Re-identification, CVPR2018, [paper]

Camera Style Adaptation for Person Re-identification, CVPR2018, [paper]

Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification, CVPR2018, [paper]

Easy Identification from Better Constraints: Multi-Shot Person Re-Identification from Reference Constraints, CVPR2018, [paper]

Eliminating Background-bias for Robust Person Re-identification, CVPR2018, [paper]

Features for Multi-Target Multi-Camera Tracking and Re-Identification, CVPR2018, [paper]

Multi-shot Pedestrian Re-identification via Sequential Decision Making, CVPR2018, [paper]

End-to-End Deep Kronecker-Product Matching for Person Re-identification, CVPR2018, [paper]

Deep Spatial Feature Reconstruction for Partial Person Re-identification: Alignment-free Approach, CVPR2018, [paper]

Resource Aware Person Re-identification across Multiple Resolutions, CVPR2018, [paper]

Group Consistent Similarity Learning via Deep CRF for Person Re-Identification, CVPR2018, [paper]

A Two Stream Siamese Convolutional Neural Network For Person Re-Identification, ICCV2017, [paper]

Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras, ICCV2017, [paper]

Deeply-Learned Part-Aligned Representations for Person Re-Identification, ICCV2017, [paper]

Pose-driven Deep Convolutional Model for Person Re-identification, ICCV2017, [paper]

Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identification, ICCV2017, [paper]

Multi-scale Deep Learning Architectures for Person Re-identification, ICCV2017, [paper]

Learning Deep Context-Aware Features Over Body and Latent Parts for Person Re-Identification, CVPR2017, [paper]

Multiple People Tracking by Lifted Multicut and Person Re-Identification [paper]

Pose-Aware Person Recognition [paper]

Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification, CVPR2017, [paper]

Spindle Net: Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion, CVPR2017, [paper]

Re-Ranking Person Re-Identification With k-Reciprocal Encoding, CVPR2017, [paper]

Scalable Person Re-Identification on Supervised Smoothed Manifold, CVPR2017, [paper]

Point to Set Similarity Based Deep Feature Learning for Person Re-Identification, CVPR2017, [paper]

Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation, CVPR2017, [paper]

See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-Identification, CVPR2017, [paper]

Consistent-Aware Deep Learning for Person Re-Identification in a Camera Network, CVPR2017, [paper]

Recurrent Convolutional Network for Video-based Person Re-Identification, CVPR2016, [paper]

Joint attentive spatial-temporal feature aggregation for video-based person re-identification”, IEEE Access [paper]

Other Methods

advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns, ICCV2019, [paper]

SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification, ICCV2019, [paper]

Joint Discriminative and Generative Learning for Person Re-identification, CVPR2019, [paper] [github]

Progressive Pose Attention Transfer for Person Image Generation, CVPR2019, [paper] [github]

Unsupervised Person Image Generation with Semantic Parsing Transformation, CVPR2019, [paper] [github]

Learning to Reduce Dual-level Discrepancy for Infrared-Visible Person Re-identification, CVPR2019, [paper]

Re-ranking via Metric Fusion for Object Retrieval and Person Re-identification, CVPR2019, [paper]

Integrating Egocentric Videos in Top-view Surveillance Videos: Joint Identification and Temporal Alignment, ECCV2018, [paper]

Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification, ECCV2018, [paper]

Adversarial Open-World Person Re-Identification, ECCV2018, [paper]

Exploiting Transitivity for Learning Person Re-identification Models on a Budget [paper]

Learning Context Graph for Person Search, CVPR2019, [paper] [github]

Query-guided End-to-End Person Search, CVPR2019, [paper] [github]

RCAA: Relational Context-Aware Agents for Person Search, ECCV2018, [paper]

Person Search by Multi-Scale Matching, ECCV2018, [paper]

Person Search via A Mask-Guided Two-Stream CNN Model, ECCV2018, [paper]

Neural Person Search Machines, ICCV2017, [paper]

Person Search with Natural Language Description, CVPR2017, [paper]

Joint Detection and Identification Feature Learning for Person Search, CVPR2017, [paper]

4. MTMC

5. Cross-Modality Re-ID

Text Guided Person Image Synthesis, CVPR2019, [paper]

Re-Identification Supervised Texture Generation, CVPR2019, [paper]

RGB-Infrared Cross-Modality Person Re-Identification, ICCV2017, [paper]

6. Vehicle Re-ID

A Dual-Path Model With Adaptive Attention For Vehicle Re-Identification, ICCV2019, [paper]

Part-regularized Near-Duplicate Vehicle Re-identification, CVPR2019, [paper]

Viewpoint-aware Attentive Multi-view Inference for Vehicle Re-identification, CVPR2018, [paper]

Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-identification, ICCV2017, [paper]

Person Re-identification by Video Ranking, ECCV2014 [paper]

Person Re-identification using View-dependent Score-level Fusion of Gait and Color Features, ICPR 2012 [paper]

Enhancing Person Re-identification by Integrating Gait Biometric, Neurocomputing 2015 [paper]

A Hierarchical Method Combining Gait and Phase of Motion with Spatiotemporal Model for Person Re-identification, Pattern Recognition Letters 2012 [paper]

Person Re-Identification by Discriminative Selection in Video Ranking, TPAMI 2016 [paper]

A Spatio-temporal Appearance Representation for Video-based Pedestrian Re-identification, ICCV 2015 [paper] [project]

Gait-Assisted Person Re-identification in Wide Area Surveillance, ACCV 2014 [paper]

Person Re-identification by Unsupervised Video Matching, Pattern Recognition 2017 [paper]

Swiss-System Based Cascade Ranking for Gait-Based Person Re-identification, AAAI 2015 [paper]

Person Re-identification using Height-based Gait in Colour Depth Camera, ICIP 2013 [paper]

Review of person re-identification techniques, IET Computer vision 2013 [paper]

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

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

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

Towards view-point invariant Person Re-identification via fusion of Anthropometric and Gait Features from Kinect measurements, VISAPP 2017 [paper]

Person Re-identification in Frontal Gait Sequences via Histogram of Optic Flow Energy Image, ICACIVS 2016 [paper]

Learning Bidirectional Temporal Cues for Video-based Person Re-Identification, TCSVT 2016 [paper]

Gait-based Person Re-identification, A Survey, ACM CSUR 2019 [paper]

8. Datasets

CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification, CVPR2019, [paper]

VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild, CVPR2019, [paper]

Dissecting Person Re-identification from the Viewpoint of Viewpoint, CVPR2019, [paper] [github]

Person Transfer GAN to Bridge Domain Gap for Person Re-Identification, CVPR2018, [paper]

Person Re-Identification in the Wild, CVPR2017, [paper]

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[Collection]

this repo refers to handong and bismex.

Computer Science > Collections
#ReID
awesome-reid
http://yoursite.com/2019/07/24/awesome-reid/
Author
John Doe
Posted on
July 24, 2019
Licensed under