Unsupervised Person Re-Identification: A Systematic Survey of Challenges and Solutions

1 September 2021

Xiaojun Chang

Papers citing "Unsupervised Person Re-Identification: A Systematic Survey of Challenges and Solutions"

50 / 62 papers shown

Title
Person Search Challenges and Solutions: A Survey Xiangtan Lin Pengzhen Ren Yun Xiao Xiaojun Chang Alexander G. Hauptmann 87 14 0 01 May 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 447 21,418 0 25 Mar 2021
Group-aware Label Transfer for Domain Adaptive Person Re-identification Kecheng Zheng Wu Liu Lingxiao He Tao Mei Jiebo Luo Zhengjun Zha 63 159 0 23 Mar 2021
Intra-Inter Camera Similarity for Unsupervised Person Re-Identification Shiyu Xuan Shiliang Zhang 66 175 0 22 Mar 2021
Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification Fengxiang Yang Zhun Zhong Zhiming Luo Yuanzheng Cai Yaojin Lin Shaozi Li N. Sebe NoLa 60 111 0 08 Mar 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 302 2,516 0 04 Jan 2021
Joint Visual and Temporal Consistency for Unsupervised Domain Adaptive Person Re-Identification Jianing Li Shiliang Zhang 66 140 0 21 Jul 2020
Multiple Expert Brainstorming for Domain Adaptive Person Re-identification Yunpeng Zhai QiXiang Ye Shijian Lu Mengxi Jia Rongrong Ji Yonghong Tian 39 164 0 03 Jul 2020
Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Yixiao Ge Feng Zhu Dapeng Chen Rui Zhao Hongsheng Li VLM 69 562 0 04 Jun 2020
Global Distance-distributions Separation for Unsupervised Person Re-identification Xin Jin Cuiling Lan Wenjun Zeng Zhibo Chen OOD 57 69 0 01 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 399 13,035 0 26 May 2020
Long-Term Cloth-Changing Person Re-identification Xuelin Qian Wenxuan Wang Li Zhang Fangrui Zhu Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue 63 158 0 26 May 2020
Unsupervised Person Re-identification via Multi-label Classification Dongkai Wang Shiliang Zhang 74 364 0 20 Apr 2020
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification Yunpeng Zhai Shijian Lu QiXiang Ye Xuebo Shan Jie Chen Rongrong Ji Yonghong Tian 68 263 0 19 Apr 2020
Unsupervised Person Re-identification via Softened Similarity Learning Yutian Lin Lingxi Xie Yu Wu C. Yan Qi Tian 55 256 0 07 Apr 2020
Pose-guided Visible Part Matching for Occluded Person ReID Shang Gao Jingya Wang Huchuan Lu Zimo Liu 109 199 0 01 Apr 2020
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification Guanán Wang Shuo Yang Huanyu Liu Zhicheng Wang Yang Yang Shuliang Wang Gang Yu Erjin Zhou Jian Sun 52 378 0 18 Mar 2020
Unity Style Transfer for Person Re-Identification C. Liu Xiaojun Chang Yi-Dong Shen 76 73 0 04 Mar 2020
Cross-modality Person re-identification with Shared-Specific Feature Transfer Yan Lu Yue Wu B. Liu Tianzhu Zhang Baopu Li Qi Chu Nenghai Yu 72 267 0 28 Feb 2020
Deep Learning for Person Re-identification: A Survey and Outlook Mang Ye Jianbing Shen Gaojie Lin Tao Xiang Ling Shao Guosheng Lin 95 1,583 0 13 Jan 2020
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Yixiao Ge Dapeng Chen Hongsheng Li 89 558 0 06 Jan 2020
Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification Fengxiang Yang Ke Li Zhun Zhong Zhiming Luo Xing Sun Hao Cheng Xiao-Wei Guo Feiyue Huang Rongrong Ji Shaozi Li 47 151 0 03 Dec 2019
Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification Seokeon Choi Sumin Lee Youngeun Kim Taekyung Kim Changick Kim 48 241 0 03 Dec 2019
Hierarchical Clustering with Hard-batch Triplet Loss for Person Re-identification Kaiwei Zeng 87 256 0 27 Oct 2019
Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification Jianyuan Guo Yuhui Yuan Lang Huang Chao Zhang Juntao Yao Kai Han 80 184 0 22 Oct 2019
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation Yu-Jhe Li Ci-Siang Lin Yan-Bo Lin Y. Wang OOD 67 188 0 20 Sep 2019
Self-training with progressive augmentation for unsupervised cross-domain person re-identification Xinyu Zhang Jiewei Cao Chunhua Shen Mingyu You LRM 64 225 0 31 Jul 2019
Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identification Guodong Ding Salman Khan Zhenmin Tang Jian Zhang Fatih Porikli 112 27 0 04 Jun 2019
Domain Adaptive Attention Learning for Unsupervised Person Re-Identification Yangru Huang Peixi Peng Yi Jin Yidong Li Junliang Xing Shiming Ge OOD 53 41 0 25 May 2019
Beyond Intra-modality: A Survey of Heterogeneous Person Re-identification Zheng Wang Zhixiang Wang Yinqiang Zheng Yang Wu Wenjun Zeng Shiníchi Satoh 73 63 0 24 May 2019
Omni-Scale Feature Learning for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 82 831 0 02 May 2019
Joint Discriminative and Generative Learning for Person Re-identification Zhedong Zheng Xiaodong Yang Zhiding Yu Liang Zheng Yi Yang Jan Kautz GAN 43 750 0 15 Apr 2019
A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification Lei Qi Lei Wang Jing Huo Luping Zhou Yinghuan Shi Yang Gao 60 139 0 06 Apr 2019
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Zhun Zhong Liang Zheng Zhiming Luo Shaozi Li Yi Yang OOD 108 564 0 03 Apr 2019
Unsupervised Tracklet Person Re-Identification Minxian Li Xiatian Zhu S. Gong 64 172 0 01 Mar 2019
Deeper and Wider Siamese Networks for Real-Time Visual Tracking Zhipeng Zhang Houwen Peng 80 847 0 07 Jan 2019
Unsupervised Person Re-identification by Deep Learning Tracklet Association Minxian Li Xiatian Zhu S. Gong 55 228 0 08 Sep 2018
Deep Association Learning for Unsupervised Video Person Re-identification Yanbei Chen Xiatian Zhu S. Gong 102 84 0 22 Aug 2018
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification Shan Lin Haoliang Li Chang-Tsun Li Alex C. Kot 60 188 0 04 Jul 2018
Domain Adaptation through Synthesis for Unsupervised Person Re-identification Sławomir Bąk Peter Carr Jean-François Lalonde 100 227 0 26 Apr 2018
Learning Discriminative Features with Multiple Granularities for Person Re-Identification Guanshuo Wang Yufeng Yuan Xiong Chen Jiwei Li Xi Zhou OOD 150 1,312 0 04 Apr 2018
Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification Jianlou Si Honggang Zhang Chun-Guang Li Jason Kuen Xiangfei Kong Alex C. Kot G. Wang 65 466 0 27 Mar 2018
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification Jingya Wang Xiatian Zhu S. Gong Wei Li 91 571 0 26 Mar 2018
Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatial-Temporal Patterns Jianming Lv Weihang Chen Qing Li Can Yang 44 178 0 20 Mar 2018
Harmonious Attention Network for Person Re-Identification Wei Li Xiatian Zhu S. Gong 51 1,351 0 22 Feb 2018
Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline) Yifan Sun Liang Zheng Yi Yang Q. Tian Shengjin Wang 137 2,177 0 26 Nov 2017
Person Transfer GAN to Bridge Domain Gap for Person Re-Identification Longhui Wei Shiliang Zhang Wen Gao Q. Tian GAN 95 1,669 0 23 Nov 2017
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Guoliang Kang Yezhou Yang Jianbin Jiao 79 901 0 19 Nov 2017
Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification Dangwei Li Xiaotang Chen Zheng Zhang Kaiqi Huang 3DPC 70 677 0 18 Oct 2017
Dynamic Label Graph Matching for Unsupervised Video Re-Identification Mang Ye A. J. Ma Liang Zheng Jiawei Li Pong C. Yuen 59 189 0 27 Sep 2017