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awesome-person-ReID

This project collects related papers for person re-identification. (to be continued)

CVPR 2018

Unsupervised Person Image Synthesis in Arbitrary Poses

Exploit the Unknown Gradually One-Shot Video-Based Person Re-Identification by Stepwise Learning

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

Resource Aware Person Re-identification across Multiple Resolutions

Person Re-identification with Cascaded Pairwise Convolutions

Human Semantic Parsing for Person Re-identification

Efficient and Deep Person Re-Identification using Multi-Level Similarity

Features for Multi-Target Multi-Camera Tracking and Re-Identification

Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification

Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification

Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification

Multi-Level Factorisation Net for Person Re-Identification

Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatial-Temporal Patterns

Pose Transferrable Person Re-Identification

Harmonious Attention Network for Person Re-Identification

Camera Style Adaptation for Person Re-identification

Person Transfer GAN to Bridge Domain Gap for Person Re-Identification

Deep Spatial Feature Reconstruction for Partial Person Re-identification Alignment-Free Approach

Multi-shot Pedestrian Re-identification via Sequential Decision Making

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification

Disentangled Person Image Generation

A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking

Deep Mutual Learning

(no download link)

Group Consistent Similarity Learning via Deep CRFs for Person Re-Identification

Video Person Re-identification with Competitive Snippet-similarity Aggregation and Co-attentive Snippet Embedding

Mask-guided Contrastive Attention Model for Person Re-Identification

Attention-aware Compositional Network for Person Re-Identification

Deep Group-shuffling Random Walk for Person Re-identification

Adversarially Occluded Samples For Improving Generalization of Person Re-identification Models

Easy Identification from Better Constraints: Multi-Shot Person Re-Identification from Reference Constraints

Eliminating Background-bias for Robust Person Re-identification

End-to-End Deep Kronecker-Product Matching for Person Re-identification

CVPR 2017

Multiple People Tracking by Lifted Multicut and Person Re-Identification

One-Shot Metric Learning for Person Re-Identification

Person Re-Identification in the Wild

Scalable Person Re-Identification on Supervised Smoothed Manifold

Re-Ranking Person Re-Identification With k-Reciprocal Encoding

Spindle Net_ Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion

Beyond Triplet Loss_ A Deep Quadruplet Network for Person Re-Identification

Learning Deep Context-Aware Features Over Body and Latent Parts for Person Re-Identification

Unsupervised Adaptive Re-Identification in Open World Dynamic Camera Networks

Consistent-Aware Deep Learning for Person Re-Identification in a Camera Network

See the Forest for the Trees_ Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-Identification

Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation

Point to Set Similarity Based Deep Feature Learning for Person Re-Identification

Joint Registration and Representation Learning for Unconstrained Face Identification

ICCV 2017

Deeply-Learned Part-Aligned Representations for Person Re-Identification

Pose-Driven Deep Convolutional Model for Person Re-Identification

Multi-Scale Deep Learning Architectures for Person Re-Identification

RGB-Infrared Cross-Modality Person Re-Identification

Dynamic Label Graph Matching for Unsupervised Video Re-Identification

Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification

Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro

Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras

Stepwise Metric Promotion for Unsupervised Video Person Re-Identification

Group Re-Identification via Unsupervised Transfer of Sparse Features Encoding

Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification

A Two Stream Siamese Convolutional Neural Network for Person Re-Identification

SHaPE_ A Novel Graph Theoretic Algorithm for Making Consensus-Based Decisions in Person Re-Identification Systems

Cross-View Asymmetric Metric Learning for Unsupervised Person Re-Identification

Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-Identification

CVPR 2016

Improving Person Re-Identification via Pose-Aware Multi-Shot Matching

Top-Push Video-Based Person Re-Identification

Recurrent Convolutional Network for Video-Based Person Re-Identification

Unsupervised Cross-Dataset Transfer Learning for Person Re-Identification

Joint Learning of Single-Image and Cross-Image Representations for Person Re-Identification

Sample-Specific SVM Learning for Person Re-Identification

Similarity Learning With Spatial Constraints for Person Re-Identification

Learning Deep Feature Representations With Domain Guided Dropout for Person Re-Identification

Learning a Discriminative Null Space for Person Re-identification

Recurrent Attention Models for Depth-Based Person Identification

CVPR 2015

Learning to Rank in Person Re-Identification With Metric Ensembles

Person Re-Identification by Local Maximal Occurrence Representation and Metric Learning

Transferring a Semantic Representation for Person Re-Identification and Search

An Improved Deep Learning Architecture for Person Re-Identification

Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning

Query-Adaptive Late Fusion for Image Search and Person Re-Identification

cvpr-215 Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification

Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN

ICCV 2015

Person Re-Identification Ranking Optimisation by Discriminant Context Information Analysis

Partial Person Re-Identification

Person Re-Identification With Discriminatively Trained Viewpoint Invariant Dictionaries

A Spatio-Temporal Appearance Representation for Viceo-Based Pedestrian Re-Identification

Multi-Scale Learning for Low-Resolution Person Re-Identification

Multi-Task Learning With Low Rank Attribute Embedding for Person Re-Identification

Efficient PSD Constrained Asymmetric Metric Learning for Person Re-Identification

Person Re-Identification With Correspondence Structure Learning

Scalable Person Re-identification- A Benchmark

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