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Deep Learning for Person Re-identification: A Survey and Outlook

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020

13 January 2020

Papers citing "Deep Learning for Person Re-identification: A Survey and Outlook"

31 / 481 papers shown

Title
Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of ThingsIEEE Internet of Things Journal (IEEE IoT J.), 2020 Jing Zhang Dacheng Tao 147 536 0 17 Nov 2020
Unsupervised Attention Based Instance Discriminative Learning for Person Re-Identification Kshitij Nikhal B. Riggan 104 6 0 03 Nov 2020
How important are faces for person re-identification? J. Dietlmeier Joseph Antony Kevin McGuinness Noel E. O'Connor CVBM PICV 225 38 0 13 Oct 2020
Towards Practical Implementations of Person Re-Identification from Full Video FramesPattern Recognition Letters (Pattern Recognit. Lett.), 2020 Felix O. Sumari Luigy Machaca Jose Huaman E. Clua Joris Guérin 63 8 0 02 Sep 2020
Open-set Adversarial DefenseEuropean Conference on Computer Vision (ECCV), 2020 Rui Shao Pramuditha Perera Pong C. Yuen Vishal M. Patel AAML 136 35 0 02 Sep 2020
Online Multi-Object Tracking and Segmentation with GMPHD Filter and Mask-based Affinity Fusion Young-min Song Young-Chul Yoon Kwangjin Yoon M. Jeon Seong-Whan Lee Witold Pedrycz VOT 234 3 0 31 Aug 2020
An Improved Person Re-identification Method by light-weight convolutional neural network Sajad Amouei Sheshkal Kazim Fouladi-Ghaleh H. Aghababa 85 8 0 21 Aug 2020
Parameter Sharing Exploration and Hetero-Center based Triplet Loss for Visible-Thermal Person Re-Identification Haijun Liu Xiaoheng Tan Xichuan Zhou 3DPC 76 5 0 14 Aug 2020
MHSA-Net: Multi-Head Self-Attention Network for Occluded Person Re-IdentificationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Hongchen Tan Xiuping Liu Baocai Yin Xin Li 140 108 0 10 Aug 2020
MessyTable: Instance Association in Multiple Camera ViewsEuropean Conference on Computer Vision (ECCV), 2020 Zhongang Cai Junzhe Zhang Daxuan Ren Cunjun Yu Haiyu Zhao Shuai Yi C. Yeo Chen Change Loy VOS 134 16 0 29 Jul 2020
SipMask: Spatial Information Preservation for Fast Image and Video Instance SegmentationEuropean Conference on Computer Vision (ECCV), 2020 Jiale Cao Rao Muhammad Anwer Hisham Cholakkal Fahad Shahbaz Khan Yanwei Pang Ling Shao ISeg 119 186 0 29 Jul 2020
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-IdentificationEuropean Conference on Computer Vision (ECCV), 2020 Mang Ye Jianbing Shen David J. Crandall Ling Shao Jiebo Luo 157 405 0 18 Jul 2020
AlignNet: Unsupervised Entity Alignment Antonia Creswell Kyriacos Nikiforou Oriol Vinyals Andre Saraiva Rishabh Kabra ... Christopher P. Burgess Malcolm Reynolds Richard Tanburn M. Garnelo Murray Shanahan VOS 3DPC OCL 140 14 0 17 Jul 2020
RGB-IR Cross-modality Person ReID based on Teacher-Student GAN ModelPattern Recognition Letters (Pattern Recognit. Lett.), 2020 Ziyue Zhang Shuai Jiang Congzhentao Huang Yongqian Li R. Xu 77 55 0 15 Jul 2020
STADB: A Self-Thresholding Attention Guided ADB Network for Person Re-identification Bo Jiang Sheng Wang Tianlin Li A. Zheng OOD 236 1 0 07 Jul 2020
A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification Mengxi Jia Yunpeng Zhai Shijian Lu Siwei Ma Jian Zhang 92 67 0 03 Jul 2020
Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-IdentificationACM Multimedia (ACM MM), 2020 Yanan Wang Tianran Ouyang Ling Shao 170 95 0 23 Jun 2020
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and BeyondIEEE Transactions on Image Processing (TIP), 2020 Wenhao Wang Fang Zhao Tianran Ouyang Ling Shao 181 58 0 11 Jun 2020
Parameter-Efficient Person Re-identification in the 3D Space Zhedong Zheng Nenggan Zheng Yi Yang 3DPC 205 70 0 08 Jun 2020
FastReID: A Pytorch Toolbox for General Instance Re-identificationACM Multimedia (ACM MM), 2020 Lingxiao He Xingyu Liao Wu Liu Xinchen Liu Peng Cheng Tao Mei 409 365 0 04 Jun 2020
Simple Unsupervised Multi-Object Tracking Shyamgopal Karthik Christian Schroeder de Witt Vineet Gandhi VOT 153 85 0 04 Jun 2020
Global Distance-distributions Separation for Unsupervised Person Re-identificationEuropean Conference on Computer Vision (ECCV), 2020 Xin Jin Cuiling Lan Wenjun Zeng Zhibo Chen OOD 199 73 0 01 Jun 2020
Filter Grafting for Deep Neural Networks: Reason, Method, and Cultivation Hao Cheng Fanxu Meng Ke Li Huixiang Luo Guangming Lu Xing Sun Feiyue Huang 65 0 0 26 Apr 2020
VOC-ReID: Vehicle Re-identification based on Vehicle-Orientation-Camera Xiangyu Zhu Zhenbo Luo Pei Fu Xiang Ji 192 70 0 20 Apr 2020
Self-Learning with Rectification Strategy for Human ParsingComputer Vision and Pattern Recognition (CVPR), 2020 Tao Li Zhiyuan Liang Sanyuan Zhao Jiahao Gong Jianbing Shen 98 35 0 17 Apr 2020
Continuous Histogram Loss: Beyond Neural Similarity Artem Zholus E. Putin 53 2 0 06 Apr 2020
The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, Re-Identification and Search from Aerial Devices S. V. A. Kumar Ehsan Yaghoubi Abhijit Das B. Harish Hugo Manuel Proença 107 19 0 06 Apr 2020
Building Computationally Efficient and Well-Generalizing Person Re-Identification Models with Metric LearningInternational Conference on Pattern Recognition (ICPR), 2020 V. Sovrasov Dmitry Sidnev 127 14 0 17 Mar 2020
Deep Attention Aware Feature Learning for Person Re-IdentificationPattern Recognition (Pattern Recognit.), 2020 Yifan Chen Han Wang Xiaolu Sun Bin Fan Chunrui Tang 105 78 0 01 Mar 2020
Visual Explanation for Deep Metric LearningIEEE Transactions on Image Processing (TIP), 2019 Sijie Zhu Taojiannan Yang Chong Chen FAtt 188 38 0 27 Sep 2019
Beyond Intra-modality: A Survey of Heterogeneous Person Re-identificationInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Zheng Wang Zhixiang Wang Yinqiang Zheng Yang Wu Wenjun Zeng Shiníchi Satoh 170 64 0 24 May 2019