CVPR 2018:

1、Person Transfer GAN to Bridge Domain Gap for Person Re-Identification 北京大学团队

2、Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification
3、A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking

4、Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification

5、Human Semantic Parsing for Person Re-Identification

6、Video Person Re-Identification With Competitive Snippet-Similarity Aggregation and Co-Attentive Snippet Embedding

7、Mask-Guided Contrastive Attention Model for Person Re-Identification 自动化所团队

8、Person Re-Identification With Cascaded Pairwise Convolutions
9、Multi-Level Factorisation Net for Person Re-Identification

10、Attention-Aware Compositional Network for Person Re-Identification

11、Unifying Identification and Context Learning for Person Recognition
12、Deep Group-Shuffling Random Walk for Person Re-Identification

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

14、Harmonious Attention Network for Person Re-Identification 伦敦大学

15、Efficient and Deep Person Re-Identification Using Multi-Level Similarity

16、Pose Transferrable Person Re-Identification

17、Adversarially Occluded Samples for Person Re-Identification 自动化所黄凯奇组

18、Camera Style Adaptation for Person Re-Identification 厦门大学钟准，郑良大神参与指导

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

20、Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-Identification

21、Easy Identification From Better Constraints: Multi-Shot Person Re-Identification From Reference Constraints

22、Eliminating Background-Bias for Robust Person Re-Identification

23、Features for Multi-Target Multi-Camera Tracking and Re-Identification 杜克大学（跟踪）有测试

24、Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification
25、Multi-Shot Pedestrian Re-Identification via Sequential Decision Making

26、End-to-End Deep Kronecker-Product Matching for Person Re-Identification

27、Exploiting Transitivity for Learning Person Re-Identification Models on a Budget

28、Deep Spatial Feature Reconstruction for Partial Person Re-Identification: Alignment-Free Approach自动化所孙哲南组
29、Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns

30、Resource Aware Person Re-Identification Across Multiple Resolutions
31、Group Consistent Similarity Learning via Deep CRF for Person Re-Identification

32、Disentangled Person Image Generation

33、Deep Mutual Learning 蒸馏方法，设计Market1501测试

CVPR 2017：

1、Learning Deep Context-Aware Features Over Body and Latent Parts for Person Re-Identification
2、Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification 损失设计
3、Spindle Net: Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion

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

Sequential Person Recognition in Photo Albums With a Recurrent Network

5、Person Re-Identification in the Wild PWD数据集

6、One-Shot Metric Learning for Person Re-Identification

7、Multiple People Tracking by Lifted Multicut and Person Re-Identification

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

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

10、See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-Identification 视频

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

12、Scalable Person Re-Identification on Supervised Smoothed Manifold

13、Joint Detection and Identification Feature Learning for Person Search

14、ArtTrack: Articulated Multi-Person Tracking in the Wild

15、Person Search With Natural Language Description

16、PoseTrack: Joint Multi-Person Pose Estimation and Tracking/

17、Look Into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing

CVPR 2016：

1、Learning a Discriminative Null Space for Person Re-Identification

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

3、Similarity Learning With Spatial Constraints for Person Re-Identification

4、Sample-Specific SVM Learning for Person Re-Identification

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

6、Unsupervised Cross-Dataset Transfer Learning for Person Re-Identification

7、Recurrent Convolutional Network for Video-Based Person Re-Identification

8、Person Re-Identification by Multi-Channel Parts-Based CNN With Improved Triplet Loss Function

9、Top-Push Video-Based Person Re-Identification

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

11、Hierarchical Gaussian Descriptor for Person Re-Identification

12、A Multi-Level Contextual Model For Person Recognition in Photo Albums

ECCV 2018 ：

1、Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation

2、Maximum Margin Metric Learning Over Discriminative Nullspace for Person Re-identification

3、Domain Adaptation through Synthesis for Unsupervised Person Re-identification

4、Robust Anchor Embedding for Unsupervised Video Person Re-Identification in the Wild

5、Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association

6、Hard-Aware Point-to-Set Deep Metric for Person Re-identification

7、Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification

8、Adversarial Open-World Person Re-Identification

9、Part-Aligned Bilinear Representations for Person Re-Identification

10、Mancs: A Multi-task Attentional Network with Curriculum Sampling for Person Re-identification

11、Pose-Normalized Image Generation for Person Re-identification

12、Unsupervised Person Re-identification by Deep Learning Tracklet Association

13、Person Re-identification with Deep Similarity-Guided Graph Neural Network

14、Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline)

15、Person Search by Multi-Scale Matching

16、Person Search via A Mask-guided Two-stream CNN Model

17、Person Search in Videos with One Portrait Through Visual and Temporal Links

18、Generalizing A Person Retrieval Model Hetero- and Homogeneously

19、RCAA: Relational Context-Aware Agents for Person Search

ECCV 2016 ：

1、Temporal Model Adaptation for Person Re-Identification

2、 Person Re-Identification via Recurrent Feature Aggregation

3、 MARS: A Video Benchmark for Large-Scale Person Re-identification

4、 Embedding Deep Metric for Person Re-identification A Study Against Large Variations

5、 Person Re-identification by Unsupervised Graph Learning

6、 Deep Attributes Driven Person Re-identification

7、 Human-In-The-Loop Person Re-Identification

NIPS 2018:

FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification

ICCV 2017

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

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

3、SHaPE: A Novel Graph Theoretic Algorithm for Making Consensus-Based Decisions in Person Re-Identification Systems
4、A Two Stream Siamese Convolutional Neural Network for Person Re-Identification

5、Efficient Online Local Metric Adaptation via Negative Samples for Person Re-Identification
6、Stepwise Metric Promotion for Unsupervised Video Person Re-Identification

7、Multi-Scale Deep Learning Architectures for Person Re-Identification

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

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

10、Pose-Driven Deep Convolutional Model for Person Re-Identification
11、Jointly Attentive Spatial-Temporal Pooling Networks for Video-Based Person Re-Identification

12、RGB-Infrared Cross-Modality Person Re-Identification

13、Dynamic Label Graph Matching for Unsupervised Video Re-Identification
14、Group Re-Identification via Unsupervised Transfer of Sparse Features Encoding

15、Neural Person Search Machines

16、Spatio-Temporal Person Retrieval via Natural Language Queries

IJCAI 2018:

1、Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification

2、Adversarial Attribute-Image Person Re-identification

3、Deep View-Aware Metric Learning for Person Re-Identification

4、Cross-Modality Person Re-Identification with Generative Adversarial Training

5、SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification

6、Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking

IJCAI 2017:

1、Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification

2、 Person Re-Identification by Deep Joint Learning of Multi-Loss Classification

IJCAI 2016:

1、Learning Cross-View Binary Identities for Fast Person Re-Identification

2、Scale-Adaptive Low-Resolution Person Re-Identification via Learning a Discriminating Surface

3、Semantics-Aware Deep Correspondence Structure Learning for Robust Person Re-Identification

4、Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics

AAAI 2019：

1、Spatial-‐Temporal Person Re-‐identification

2、Learning Resolution-‐Invariant Deep Representations for Person Re-‐Identification 无

3、HSME: Hypersphere Manifold Embedding for Visible Thermal Person Re-‐identification无

4、Horizontal Pyramid Matching for Person Re-‐identification

5、STA: Spatial-‐Temporal Attention for Large-‐Scale Video-‐based Person Re-‐Identification

6、 Multi-‐scale 3D Convolution Network for Video Based Person Re-‐Identification

7、A Bottom-‐Up Clustering Approach to Unsupervised Person Re-‐identification无

8、Spatial and Temporal Mutual Promotion for Video-‐based Person Re-‐identification

9、Learning Incremental Triplet Margin for Person Re-‐identification

AAAI 2018：

1、Video-Based Person Re-Identification via Self Paced Weighting

2、Discriminative Semi-Coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification

3、Deep Low-Resolution Person Re-Identification

4、Semi-Supervised Bayesian Attribute Learning for Person Re-Identification

5、Multi-Channel Pyramid Person Matching Network for Person Re-Identification

6、Region-Based Quality Estimation Network for Large-Scale Person Re-Identification

7、Temporal-Enhanced Convolutional Network for Person Re-Identification

8、Hierarchical Discriminative Learning for Visible Thermal Person Re-Identification

9、Graph Correspondence Transfer for Person Re-Identification

AAAI 2017：

1、A Multi-task Deep Network for Person Re-identification

2、Unsupervised learning of multi-level descriptors for person re-identification

IJCV：

1、Learning Discriminative Aggregation Network for Video-Based Face Recognition and Person Re-identification 2018

2、Semi-supervised Region Metric Learning for Person Re-identification 2018

3、Person Re-identification in Identity Regression Space 2018

4、Exemplar-Guided Similarity Learning on Polynomial Kernel Feature Map for Person Re-identification 2017

ICME2018:

1、Deep Global and Local Saliency Learning with New Re-ranking for Person Re-Identification

2、Person Re-identification with a Joint Learning CNN Network and a New Global Loss Function

3、An Enhanced Deep Convolutional Neural Network for Person Re-identification

4、Center Based Pseudo-Labeling for Semi supervised Person Re-identification

5、Occluded Person Re-Identification

6、Deep Multi-Metric Learning for Person Re-Identification

7、Real-Time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification

ICME2016：

1、Person re-identification via rich color-gradient feature

2、Distance learning by treating negative samples differently and exploiting impostors with symmetric triplet constraint for person re-identification

ICME2017：

1、LARGE-SCALE PERSON RE-IDENTIFICATION AS RETRIEVAL

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近年来Person Re-identification论文汇总

CVPR 2018:

CVPR 2017：

CVPR 2016：

ECCV 2018 ：

ECCV 2016 ：

NIPS 2018:

ICCV 2017

IJCAI 2018:

IJCAI 2017:

IJCAI 2016:

AAAI 2019：

AAAI 2018：

AAAI 2017：