Unsupervised Person Re-identification: Clustering and Fine-tuning

30 May 2017

Hehe Fan

Liang Zheng

Yi Yang

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Papers citing "Unsupervised Person Re-identification: Clustering and Fine-tuning"

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Title
Contrastive Multiple Instance Learning for Weakly Supervised Person ReID Jacob Tyo Zachary Chase Lipton SSL 29 0 0 12 Feb 2024
Real-Time Online Unsupervised Domain Adaptation for Real-World Person Re-identification Christopher Neff Armin Danesh Pazho Hamed Tabkhi 19 1 0 06 Jun 2023
Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold Zijie Wang Aichun Zhu Jingyi Xue Xili Wan Chao Liu Tiang-Cong Wang Yifeng Li 64 76 0 13 Sep 2022
Context Sensing Attention Network for Video-based Person Re-identification Kan Wang Changxing Ding Jianxin Pang Xiangmin Xu 16 9 0 06 Jul 2022
A High-Accuracy Unsupervised Person Re-identification Method Using Auxiliary Information Mined from Datasets Hehan Teng Tao He Yuchen Guo Guiguang Ding 22 3 0 06 May 2022
Unsupervised Domain Adaptive Person Re-Identification via Human Learning Imitation Yang Peng Ping Liu Yawei Luo Pan Zhou Zichuan Xu Jingen Liu OOD 23 0 0 28 Nov 2021
Deep learning-based person re-identification methods: A survey and outlook of recent works Zhang Ming Min Zhu Xiangkun Wang Jiamin Zhu Junlong Cheng Chengrui Gao Yong-Liang Yang Xiaoyong Wei 34 95 0 10 Oct 2021
Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id De-Chun Cheng Jingyu Zhou N. Wang Xinbo Gao 22 59 0 29 Sep 2021
Unsupervised clothing change adaptive person ReID Ziyue Zhang Shuai Jiang Congzhentao Huang Richard Yi Da Xu 12 7 0 08 Sep 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID Yongxing Dai Jun Liu Yifan Sun Zekun Tong Chi Zhang Ling-yu Duan 38 116 0 05 Aug 2021
Cluster-guided Asymmetric Contrastive Learning for Unsupervised Person Re-Identification Mingkun Li Chun-Guang Li Jun Guo SSL 18 70 0 15 Jun 2021
Semantic Consistency and Identity Mapping Multi-Component Generative Adversarial Network for Person Re-Identification Amena Khatun Simon Denman S. Sridharan Clinton Fookes 13 16 0 28 Apr 2021
Pose-driven Attention-guided Image Generation for Person Re-Identification Amena Khatun Simon Denman S. Sridharan Clinton Fookes GAN 34 46 0 28 Apr 2021
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification Zechen Bai Zhigang Wang Jian Wang Diangang Hu Errui Ding 103 78 0 27 Apr 2021
Learning from Self-Discrepancy via Multiple Co-teaching for Cross-Domain Person Re-Identification Suncheng Xiang Yuzhuo Fu Mengyuan Guan Ting Liu 27 22 0 06 Apr 2021
Group-aware Label Transfer for Domain Adaptive Person Re-identification Kecheng Zheng Wu Liu Lingxiao He Tao Mei Jiebo Luo Zhengjun Zha 33 156 0 23 Mar 2021
Intra-Inter Camera Similarity for Unsupervised Person Re-Identification Shiyu Xuan Shiliang Zhang 25 173 0 22 Mar 2021
Cluster Contrast for Unsupervised Person Re-Identification Zuozhuo Dai Guangyuan Wang Weihao Yuan Xiaoli Liu Siyu Zhu P. Tan 23 212 0 22 Mar 2021
Unsupervised and self-adaptative techniques for cross-domain person re-identification Gabriel Bertocco Fernanda A. Andaló Anderson de Rezende Rocha 33 18 0 21 Mar 2021
Deep Visual Domain Adaptation G. Csurka OOD 141 185 0 28 Dec 2020
Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification Yongxing Dai Jun Liu Yan Bai Zekun Tong Ling-yu Duan 18 77 0 26 Dec 2020
Temporal Continuity Based Unsupervised Learning for Person Re-Identification Usman Ali Bayram Bayramli Hongtao Lu 22 1 0 01 Sep 2020
Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification Djebril Mekhazni Amran Bhuiyan G. Ekladious Eric Granger OOD 86 93 0 27 Jul 2020
Multiple Expert Brainstorming for Domain Adaptive Person Re-identification Yunpeng Zhai QiXiang Ye Shijian Lu Mengxi Jia Rongrong Ji Yonghong Tian 13 163 0 03 Jul 2020
Unsupervised Vehicle Re-identification with Progressive Adaptation Jinjia Peng Yang Wang Huibing Wang Zhao Zhang Xianping Fu Meng Wang VLM 19 47 0 20 Jun 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 25 556 0 04 Jun 2020
End-to-End Domain Adaptive Attention Network for Cross-Domain Person Re-Identification Amena Khatun Simon Denman S. Sridharan Clinton Fookes 17 19 0 07 May 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 15 261 0 19 Apr 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 31 20 0 29 Mar 2020
Towards Precise Intra-camera Supervised Person Re-identification Menglin Wang Baisheng Lai Haokun Chen Jianqiang Huang Xiaojin Gong Xiansheng Hua 19 17 0 12 Feb 2020
Memorizing Comprehensively to Learn Adaptively: Unsupervised Cross-Domain Person Re-ID with Multi-level Memory Xinyu Zhang Dong Gong Jiewei Cao Chunhua Shen 24 6 0 13 Jan 2020
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Yixiao Ge Dapeng Chen Hongsheng Li 13 555 0 06 Jan 2020
Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation Yu-Jhe Li Ci-Siang Lin Yan-Bo Lin Y. Wang OOD 24 187 0 20 Sep 2019
Learning Deep Representations by Mutual Information for Person Re-identification Peng Chen Tong Jia Pengfei Wu Jianjun Wu Dongyue Chen SSL 25 5 0 16 Aug 2019
Progressive Cross-camera Soft-label Learning for Semi-supervised Person Re-identification Lei Qi Lei Wang Jing Huo Yinghuan Shi Yang Gao 16 1,189 0 15 Aug 2019
Progressive Transfer Learning Zhengxu Yu Long Wei Zhongming Jin Jianqiang Huang Deng Cai Xiansheng Hua VLM 21 10 0 07 Aug 2019
Fairest of Them All: Establishing a Strong Baseline for Cross-Domain Person ReID Devinder Kumar P. Siva P. Marchwica A. Wong 13 17 0 28 Jul 2019
PAC-GAN: An Effective Pose Augmentation Scheme for Unsupervised Cross-View Person Re-identification Chengyuan Zhang Lei Zhu Shichao Zhang GAN 16 31 0 05 Jun 2019
Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identification Guodong Ding Salman Khan Zhenmin Tang Jian Andrew Zhang Fatih Porikli 19 26 0 04 Jun 2019
Deep Constrained Dominant Sets for Person Re-identification L. T. Alemu Marcello Pelillo M. Shah 20 40 0 25 Apr 2019
Cross-Entropy Adversarial View Adaptation for Person Re-identification Lin Wu Richang Hong Yang Wang M. Wang GAN 24 80 0 03 Apr 2019
Unsupervised Tracklet Person Re-Identification Minxian Li Xiatian Zhu S. Gong 18 171 0 01 Mar 2019
Disjoint Label Space Transfer Learning with Common Factorised Space Xiaobin Chang Yongxin Yang Tao Xiang Timothy M. Hospedales DRL 24 55 0 06 Dec 2018
Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification Jialun Liu GAN OOD 26 25 0 28 Nov 2018
Factorized Distillation: Training Holistic Person Re-identification Model by Distilling an Ensemble of Partial ReID Models Pengyuan Ren Jianmin Li 25 9 0 20 Nov 2018
Unsupervised Person Re-identification by Deep Learning Tracklet Association Minxian Li Xiatian Zhu S. Gong 11 227 0 08 Sep 2018
An Evaluation of Deep CNN Baselines for Scene-Independent Person Re-Identification P. Marchwica Michael Jamieson P. Siva 3DPC BDL 22 6 0 16 May 2018
Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification Jingya Wang Xiatian Zhu S. Gong Wei Li 25 569 0 26 Mar 2018
Deep-Person: Learning Discriminative Deep Features for Person Re-Identification X. Bai Mingkun Yang Tengteng Huang Zhiyong Dou Rui Yu Yongchao Xu 32 246 0 29 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 42 901 0 19 Nov 2017