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Deep Transfer Learning for Person Re-identification

16 November 2016

Mengyue Geng

Yaowei Wang

Tao Xiang

Yonghong Tian

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Papers citing "Deep Transfer Learning for Person Re-identification"

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Title
A review of Recent Techniques for Person Re-IdentificationMachine Vision and Applications (MVA), 2024 Andrea Asperti Salvatore Fiorilla Simone Nardi Lorenzo Orsini 209 9 0 19 Sep 2025
CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble Fusion Trinh Quoc Nguyen Oky Dicky Ardiansyah Prima Syahid Al Irfan Hindriyanto Dwi Purnomo Radius Tanone 101 2 0 06 Aug 2025
CLIP-SCGI: Synthesized Caption-Guided Inversion for Person Re-Identification Qianru Han Xinwei He Zhi Liu Sannyuya Liu Ying Zhang Jinhai Xiang 185 3 0 12 Oct 2024
Tran-GCN: A Transformer-Enhanced Graph Convolutional Network for Person Re-Identification in Monitoring VideosIET Computer Vision (ICV), 2024 Xiaobin Hong Tarmizi Adam Masitah Ghazali ViT 165 5 0 14 Sep 2024
Quantum learning and essential cognition under the traction of meta-characteristics in an open world Jin Wang Changlin Song 100 1 0 22 Nov 2023
Generalizable Metric Network for Cross-domain Person Re-identification Lei Qi Ziang Liu Yinghuan Shi Xin Geng OOD 238 7 0 21 Jun 2023
A Little Bit Attention Is All You Need for Person Re-IdentificationIEEE International Conference on Robotics and Automation (ICRA), 2023 M. Eisenbach Jannik Lübberstedt Dustin Aganian H. Groß 163 3 0 28 Feb 2023
Benchmarking person re-identification datasets and approaches for practical real-world implementationsVISIGRAPP (VISIGRAPP), 2022 Jose Huaman Felix O. Sumari Luigy Machaca E. Clua Joris Guérin 214 1 0 20 Dec 2022
Consistency and Diversity induced Human Motion SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Tao Zhou Huazhu Fu Chen Gong Ling Shao Fatih Porikli Haibin Ling Jianbing Shen 168 25 0 10 Feb 2022
A Review of Deep Transfer Learning and Recent Advancements Mohammadreza Iman Khaled Rasheed H. Arabnia 214 500 0 19 Jan 2022
Deep learning-based person re-identification methods: A survey and outlook of recent worksImage and Vision Computing (IVC), 2021 Zhang Ming Min Zhu Xiangkun Wang Jiamin Zhu Junlong Cheng Chengrui Gao Yong-Liang Yang Xiaoyong Wei 471 115 0 10 Oct 2021
Global-Local Dynamic Feature Alignment Network for Person Re-Identification Zhang Ming Yong-Liang Yang Xiaoyong Wei Jianrong Yan Xiangkun Wang Fengjie Wang Min Zhu CVBM 211 2 0 13 Sep 2021
MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking? Matteo Fabbri Guillem Brasó Gianluca Maugeri Orcun Cetintas Riccardo Gasparini Aljosa Osep Simone Calderara Laura Leal-Taixe Rita Cucchiara ViT 211 125 0 21 Aug 2021
Attribute Guided Sparse Tensor-Based Model for Person Re-Identification Fariborz Taherkhani Ali Dabouei Sobhan Soleymani J. Dawson Nasser M. Nasrabadi CVBM 128 3 0 29 Jul 2021
Pose Invariant Person Re-Identification using Robust Pose-transformation GAN Arnab Karmakar Deepak Mishra 198 6 0 11 Apr 2021
Person Re-identification with Adversarial Triplet Embedding Xinglu Wang 103 0 0 28 Dec 2020
Imbalance Robust Softmax for Deep Embeeding LearningAsian Conference on Computer Vision (ACCV), 2020 Hao Zhu Yang Yuan Guosheng Hu Xiang Wu N. Robertson CVBM 155 1 0 23 Nov 2020
Exploring the Interchangeability of CNN Embedding Spaces David G. McNeely-White Benjamin Sattelberg Nathaniel Blanchard Ross Beveridge CVBM 185 1 0 05 Oct 2020
3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic PropertiesInternational Conference on Pattern Recognition (ICPR), 2020 S. Mahdi N. Nauwelaers P. Joris Giorgos Bouritsas Shunwang Gong ... Susan Walsh M. Shriver M. Bronstein P. Claes . 3DH 164 5 0 10 Sep 2020
Incomplete Descriptor Mining with Elastic Loss for Person Re-Identification Hongchen Tan Yuhao Bian Huasheng Wang Xiuping Liu Baocai Yin 324 78 0 10 Aug 2020
Unsupervised Disentanglement GAN for Domain Adaptive Person Re-Identification Yacine Khraimeche Guillaume-Alexandre Bilodeau David Steele Harshad Mahadik OOD 163 3 0 30 Jul 2020
A Strong Baseline for Fashion Retrieval with Person Re-Identification ModelsInternational Conference on Neural Information Processing (ICONIP), 2020 Mikolaj Wieczorek Andrzej Michalowski Anna Wróblewska Jacek Dąbrowski 156 16 0 09 Mar 2020
Weakly supervised discriminative feature learning with state information for person identificationComputer Vision and Pattern Recognition (CVPR), 2020 Hong-Xing Yu Wei-Shi Zheng 94 18 0 27 Feb 2020
Furnishing Your Room by What You See: An End-to-End Furniture Set Retrieval Framework with Rich Annotated Benchmark Dataset Bingyuan Liu Jiantao Zhang Xiaoting Zhang Wei Zhang Chuanhui Yu Yuan Zhou 3DPC 3DV 177 10 0 21 Nov 2019
Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch Kaiyang Zhou Tao Xiang 272 125 0 22 Oct 2019
Learning Generalisable Omni-Scale Representations for Person Re-IdentificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 300 258 0 15 Oct 2019
Second-order Non-local Attention Networks for Person Re-identificationIEEE International Conference on Computer Vision (ICCV), 2019 Bryan (Ning) Xia Xia Yuan Gong Yizhe Zhang C. Poellabauer 3DPC 143 192 0 31 Aug 2019
Segmentation Mask Guided End-to-End Person SearchSignal processing. Image communication (SPIC), 2019 Dingyuan Zheng Jimin Xiao Kaizhu Huang Yao-Min Zhao 155 13 0 27 Aug 2019
Learning Deep Representations by Mutual Information for Person Re-identification Peng Chen Tong Jia Pengfei Wu Jianjun Wu Dongyue Chen SSL 156 4 0 16 Aug 2019
Progressive Transfer LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Zhengxu Yu Long Wei Zhongming Jin Jianqiang Huang Deng Cai Xiansheng Hua VLM 197 10 0 07 Aug 2019
ABD-Net: Attentive but Diverse Person Re-IdentificationIEEE International Conference on Computer Vision (ICCV), 2019 Tianlong Chen Shaojin Ding Jingyi Xie Ye Yuan Wuyang Chen Yang Zhou Ren Zinan Lin 476 532 0 03 Aug 2019
Self-training with progressive augmentation for unsupervised cross-domain person re-identificationIEEE International Conference on Computer Vision (ICCV), 2019 Xinyu Zhang Jiewei Cao Chunhua Shen Mingyu You LRM 159 238 0 31 Jul 2019
Adaptive Exploration for Unsupervised Person Re-Identification Yuhang Ding Hehe Fan Mingliang Xu Yezhou Yang OOD 159 133 0 09 Jul 2019
Learning with Average Precision: Training Image Retrieval with a Listwise LossIEEE International Conference on Computer Vision (ICCV), 2019 Jérôme Revaud Jon Almazán Rafael Sampaio de Rezende César Roberto de Souza VLM 167 403 0 18 Jun 2019
ATRW: A Benchmark for Amur Tiger Re-identification in the Wild Shuyuan Li Jianguo Li Hanlin Tang Rui Qian Weiyao Lin 207 37 0 13 Jun 2019
HPILN: A feature learning framework for cross-modality person re-identificationIET Image Processing (IET Image Process.), 2019 Jianping Lin Hao Li 166 79 0 07 Jun 2019
Cross-Entropy Adversarial View Adaptation for Person Re-identification Lin Wu Richang Hong Yang Wang Ming Wang GAN 160 84 0 03 Apr 2019
Robust Re-identification of Manta Rays from Natural Markings by Learning Pose Invariant EmbeddingsInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2019 Olga Moskvyak Frederic Maire A. Armstrong Feras Dayoub Mahsa Baktash 134 42 0 28 Feb 2019
Discovering Underlying Person Structure Pattern with Relative Local Distance for Person Re-identification Guangcong Wang Jianhuang Lai Zhenyu Xie Xiaohua Xie 171 7 0 29 Jan 2019
Cluster Loss for Person Re-Identification D. Alex Z. Sami Sumandeep Banerjee Subrat Panda 81 8 0 21 Dec 2018
Densely Semantically Aligned Person Re-Identification Zhizheng Zhang Cuiling Lan Wenjun Zeng Zhibo Chen 176 276 0 21 Dec 2018
Omni-directional Feature Learning for Person Re-identification Di Wu Hongwei Yang De-Shuang Huang 97 2 0 13 Dec 2018
iQIYI-VID: A Large Dataset for Multi-modal Person Identification Yuanliu Liu Bo Peng Peipei Shi He Yan Yong Zhou ... Tingwei Gao G. Wang Jian Liu Xiangju Lu Danming Xie 156 37 0 19 Nov 2018
Batch DropBlock Network for Person Re-identification and BeyondIEEE International Conference on Computer Vision (ICCV), 2018 Zuozhuo Dai Mingqiang Chen Xiaodong Gu Siyu Zhu Ping Tan OOD 205 256 0 17 Nov 2018
Pyramidal Person Re-IDentification via Multi-Loss Dynamic Training Feng Zheng Cheng Deng Xing Sun Xinyang Jiang Xiaowei Guo Zongqiao Yu Feiyue Huang Rongrong Ji 228 24 0 29 Oct 2018
Cross-Modal Distillation for RGB-Depth Person Re-Identification Frank M. Hafner Amran H. Bhuyian Julian F. P. Kooij Mohammadhadi Shateri 163 28 0 27 Oct 2018
SCPNet: Spatial-Channel Parallelism Network for Joint Holistic and Partial Person Re-Identification Xing Fan Hao Luo Xuan Zhang Lingxiao He Fangqiu Yi Wei Jiang 135 97 0 16 Oct 2018
Random Occlusion-recovery for Person Re-identificationJournal of Imaging Science and Technology (JIST), 2018 Di Wu Kun Zhang Si-Jia Zheng Yang Zhao Qi Liu Chang-An Yuan De-Shuang Huang 119 11 0 26 Sep 2018
Self Attention Grid for Person Re-Identification Jean-Paul Ainam Ke Qin Guisong Liu 136 5 0 23 Sep 2018
In Defense of the Classification Loss for Person Re-Identification Y. Zhai Xun Guo Yan Lu Houqiang Li 156 60 0 16 Sep 2018