Papers about "Person Re-Identification" via deep learning methods 行人重识别深度学习方法相关论文整理
- View Confusion Feature Learning for Person Re-identification [pdf]
- Recover and Identify:A Generative Dual Model for Cross-Resolution Person Re-Identification [pdf]
- Mixed High-Order Attention Network for Person Re-Identification [pdf] [code-pytorch]
- Temporal Knowledge Propagation for Image-to-Video Person Re-identification [pdf]
- ABD-Net: Attentive but Diverse Person Re-Identification [pdf] [code-pytorch]
- Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation [pdf]
- Second-order Non-local Attention Networks for Person Re-identification [pdf]
- Intra-Camera Supervised Person Re-Identification: A New Benchmark [pdf] iccv19 workshop
- Global-Local Temporal Representations For Video Person Re-Identification [pdf]
- advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns [pdf]
- SBSGAN: Suppression of Inter-Domain Background Shift for Person Re-Identification [pdf]
- HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions [pdf] [code-pytorch]
- Spectral feature transformation for person re-identification [pdf] [code-MXNet]
- Progressive Transfer Learning for Person Re-identification [pdf]
- HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning [pdf]
- Resolution-invariant Person Re-Identification [pdf]
- Color-Sensitive Person Re-Identification [pdf]
- LRDNN: Local-refining based Deep Neural Network for Person Re-Identification with Attribute Discerning [pdf]
- A Part Power Set Model for Scale-Free Person Retrieval [pdf]
- Learning Resolution-Invariant Deep Representations for Person Re-Identification pdf]
- Distilled Person Re-Identification: Towards a More Scalable System [PDF] [Review]
- Authors: Ancong Wu, Wei-Shi Zheng, Xiaowei Guo, Jian-Huang Lai
- Patch-Based Discriminative Feature Learning for Unsupervised Person Re-Identification [PDF] [code-pytorch]
- Authors: Qize Yang, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng
- Unsupervised Person Re-Identification by Soft Multilabel Learning [PDF] [code-pytorch]
- Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu, Xiaowei Guo, Shaogang Gong, Jian-Huang Lai
- Densely Semantically Aligned Person Re-Identification [PDF]
- Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen
- Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification [PDF]
- Yiru Zhao, Xu Shen, Zhongming Jin, Hongtao Lu, Xian-sheng Hua
- Joint Discriminative and Generative Learning for Person Re-Identification [PDF] [code-pytorch] [blog-by-author]
- [Zhedong Zheng], Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz
- Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training [PDF] [review]
- Feng Zheng, Cheng Deng, Xing Sun, Xinyang Jiang, Xiaowei Guo, Zongqiao Yu, Feiyue Huang, Rongrong Ji
- Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification [PDF] [code-pytorch]
- Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, Yi Yang
- Re-Ranking via Metric Fusion for Object Retrieval and Person Re-Identification [PDF]
- Song Bai, Peng Tang, Philip H.S. Torr, Longin Jan Latecki
- Interaction-And-Aggregation Network for Person Re-Identification [PDF]
- Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan, Xilin Chen
- VRSTC: Occlusion-Free Video Person Re-Identification [PDF]
- Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan, Xilin Chen
- Adaptive Transfer Network for Cross-Domain Person Re-Identification [PDF]
- Jiawei Liu, Zheng-Jun Zha, Di Chen, Richang Hong, Meng Wang
- Weakly Supervised Person Re-Identification [PDF]
- Jingke Meng, Sheng Wu, Wei-Shi Zheng
- Generalizable Person Re-Identification by Domain-Invariant Mapping Network [PDF]
- Jifei Song, Yongxin Yang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales
- Dissecting Person Re-Identification From the Viewpoint of Viewpoint [PDF]
- Xiaoxiao Sun, Liang Zheng
- AANet: Attribute Attention Network for Person Re-Identifications [PDF]
- Chiat-Pin Tay, Sharmili Roy, Kim-Hui Yap
- Learning to Reduce Dual-Level Discrepancy for Infrared-Visible Person Re-Identification [PDF]
- Zhixiang Wang, Zheng Wang, Yinqiang Zheng, Yung-Yu Chuang, Shin'ichi Satoh
- Unsupervised Person Re-Identification With Iterative Self-Supervised Domain Adaptation [workshop] [pdf]
- Camera Style Adaptation for Person Re-identification
- Authors: Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang
- [Paper] [code-pytorch]
- Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification
- Authors: Weijian Deng, Liang Zheng, Guoliang Kang, Yi Yang, Qixiang Ye, and Jianbin Jiao
- [Paper] [code-caffe]
- Person transfer gan to bridge domain gap for person reidentification
- [PDF]
- Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification
- [PDF]
- Unsupervised Person Re-identification: Clustering and Fine-tuning
- Authors: Hehe Fan, Liang Zheng, Chenggang Yan, Yi Yang
- [Paper] [Project] [论文笔记]
- Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline) [code-pytorch]
- Generalizing a person retrieval model hetero-and homogeneously
- [PDF] [code-pytprch]
- Person Re-identification in the Wild
- Authors: Liang Zheng1, Hengheng Zhang2, Shaoyan Sun3, Manmohan Chandraker4, Yi Yang1, Qi Tian2
- Affiliation:
1 University of Technology Sydney
2 UTSA
3 USTC
4 UCSD & NEC Labs
- Unifying identification and context learning for person recognition
- Re-ranking Person Re-identification with k-reciprocal Encoding [pdf] [code-caffe/matcaffe]
- Authors:Zhun Zhong, Liang Zheng, Donglin Cao,Shaozi Li
- Pose-driven Deep Convolutional Model for Person Re-identification
- Authors: Chi Su1, Jianing Li1, Shiliang Zhang1, Junliang Xing2, Wen Gao1, Qi Tian3
- Affliations:
1 School of Electronics Engineering and Computer Science, Peking University, China
2 National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China
3 Department of Computer Science, University of Texas at San Antonio, San Antonio, USA - [PDF]
- SVDNet forPedestrian Retrieval
- A Discriminatively Learned CNN Embedding for Person Re-identification
- Person re-identification using CNN features learned from combination of attributes
- MARS: A Video Benchmark for Large-Scale Person Re-identification 未读
- Authors: Liang Zheng*, Zhi Bie*, Yifan Sun*, Jingdong Wang, Shengjin Wang, Chi Su, and Qi Tian
- Affliations: Research School of Computer Science, Australian National University
- A Siamese Long Short-Term Memory Architecture for Human Re-Identification
- Authors: Rahul Rama Variora, Bing Shuaia, Jiwen Lub, Dong Xuc, Gang Wanga
- Affiliations:
- School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, Singapore.
- Department of Automation, Tsinghua University, Beijing, China.
- School of Electrical and Information Engineering, University of Sydney, Sydney, Australia.
- [Paper] [论文笔记]
- Deep attributes driven multi-camera person re-identification
- Authors: Chi Sua, Shiliang Zhanga, Junliang Xingb, Wen Gaoa and Qi Tianc
- Affiliations:
- Peking University, Beijing, China.
- Chinese Academy of Sciences, Beijing, China
- Department of Computer Science, University of Texas at San Antonio, USA
- [Paper]
- Person re-identifcation by multi-channel parts-based cnn with improved triplet loss function
- Authors: De Cheng, Yihong Gong, Sanping Zhou, Jinjun Wang, Nanning Zheng
- Affiliations: Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University,Xi’an, Shaanxi, P.R. China
- [Paper] [论文笔记]
- Learning deep feature representations with domain guided dropout for person re-identifcation
- Authors: Tong Xiao, Hongsheng Li, Wanli Ouyang, Xiaogang Wang
- [Paper] [Project] [论文笔记]
- Scalable Person Re-identification: A Benchmark
- An Improved Deep Learning Architecture for Person Re-Identification
- Person re-identification by local maximal occurrence representation and metric learning
- Deep Metric Learning for Person Re-Identification
- DeepReID: Deep Filter Pairing Neural Network for Person Re-Identification
- Authors: Wei Li, Rui Zhao, Tong Xiao, Xiaogang Wang*
- Affiliation: The Chinese University of Hong Kong, Hong Kong
- [paper] [论文笔记]
- Person Re-identification in Aerial Imagery [pdf]
- IEEE TRANSACTIONS ON MULTIMEDIA
- Part-based deep hashing for large-scale person re-identification
- Authors: Fuqing Zhu, Xiangwei Kong, Liang Zheng, Haiyan Fu, Qi Tian
- IEEE Transactions on Image Processing 26 (10), 4806-4817, 2017
- [Project]
- Pose Invariant Embedding for Deep Person Re-identification
- Authors: Liang Zhenga, Yujia Huangb, Huchuan Luc, Yi Yang†a
- Affiliations:
- University of Technology Sydney
- CMU
- Dalian University of Technology
- IEEE Transactions on Image Processing, PP(99)
- Person Re-identification: Past, Present and Future
- Authors: Liang Zheng, Yi Yang, Alexander G. Hauptmann
- Affiliation: the Centre for Quantum Computation and Intelligent Systems, University of Technology at Sydney, NSW, Australia.
- [paper] [论文笔记]
- Deep feature learning with relative distance comparison for person re-identification
- Pattern Recognition
- [paper]