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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"

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Title
Unsupervised Person Re-Identification: A Systematic Survey of Challenges and Solutions Xiangtan Lin Pengzhen Ren C. Yeh Weitong Chen A. Song Xiaojun Chang 161 21 0 01 Sep 2021
Understanding of Kernels in CNN Models by Suppressing Irrelevant Visual Features in Images Jiafan Zhuang Wanying Tao Jianfei Xing Wei Shi Ruixuan Wang Weishi Zheng FAtt 93 3 0 25 Aug 2021
Making Person Search Enjoy the Merits of Person Re-identificationPattern Recognition (Pattern Recogn.), 2021 Chuang Liu Hua Yang Qin Zhou Shibao Zheng 122 13 0 24 Aug 2021
Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences Hyunjong Park Sanghoon Lee Junghyup Lee Bumsub Ham 119 210 0 17 Aug 2021
On the Importance of Encrypting Deep Features Xingyang Ni H. Huttunen Esa Rahtu MIACV 102 0 0 16 Aug 2021
Video Person Re-identification using Attribute-enhanced Features Tianrui Chai Zhiyuan Chen Annan Li Jiaxin Chen Xinyu Mei Yunhong Wang 140 29 0 16 Aug 2021
Joint Optimization in Edge-Cloud Continuum for Federated Unsupervised Person Re-identificationACM Multimedia (ACM MM), 2021 Weiming Zhuang Yonggang Wen Shuai Zhang FedML 117 49 0 14 Aug 2021
Neighborhood Consensus Contrastive Learning for Backward-Compatible RepresentationAAAI Conference on Artificial Intelligence (AAAI), 2021 Shengsen Wu Liang Chen Yihang Lou Yan Bai Tao Bai Minghua Deng Ling-yu Duan 156 8 0 07 Aug 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-IDIEEE International Conference on Computer Vision (ICCV), 2021 Yongxing Dai Jun Liu Yifan Sun Zekun Tong Fangqiu Yi Ling-yu Duan 177 131 0 05 Aug 2021
FPB: Feature Pyramid Branch for Person Re-Identification Suofei Zhang Zirui Yin Xiofu Wu Kun Wang Quan Zhou Bin Kang CVBM 83 15 0 04 Aug 2021
Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering Chang-rui Liu Han Yu Boyang Albert Li Zhiqi Shen Zhanning Gao Peiran Ren Xuansong Xie Li-zhen Cui Chunyan Miao NoLa 168 0 0 03 Aug 2021
Deep graph matching meets mixed-integer linear programming: Relax at your own risk ? Zhoubo Xu Puqing Chen R. Raveaux Xin Yang Huadong Liu 134 4 0 01 Aug 2021
Pose-Guided Feature Learning with Knowledge Distillation for Occluded Person Re-IdentificationACM Multimedia (ACM MM), 2021 Kecheng Zheng Cuiling Lan Wenjun Zeng Jiawei Liu Zhizheng Zhang Zhengjun Zha CVBM 233 69 0 31 Jul 2021
Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant ScenesACM Multimedia (ACM MM), 2021 Wenhang Ge Chunyan Pan Ancong Wu Hongwei Zheng Weishi Zheng 98 27 0 29 Jul 2021
Going Deeper into Semi-supervised Person Re-identification Olga Moskvyak Frederic Maire Feras Dayoub Mahsa Baktashmotlagh 108 3 0 24 Jul 2021
Semantic-guided Pixel Sampling for Cloth-Changing Person Re-identificationIEEE Signal Processing Letters (IEEE SPL), 2021 Xiujun Shu Gezhong Li Tianlin Li Weijian Ruan Q. Tian 158 75 0 24 Jul 2021
GiT: Graph Interactive Transformer for Vehicle Re-identification Fei Shen Yi Xie Jianqing Zhu Xiaobin Zhu Huanqiang Zeng ViT 179 129 0 12 Jul 2021
Large-Scale Spatio-Temporal Person Re-identification: Algorithms and Benchmark Xiujun Shu Tianlin Li Xian Zhang Shiliang Zhang Yuanqi Chen Gezhong Li Q. Tian AI4TS 282 87 0 31 May 2021
DeepChange: A Large Long-Term Person Re-Identification Benchmark with Clothes Change Peng Xu Xiatian Zhu 3DPC 210 33 0 31 May 2021
Open-world Machine Learning: Applications, Challenges, and OpportunitiesACM Computing Surveys (CSUR), 2021 Jitendra Parmar S. Chouhan Vaskar Raychoudhury S. Rathore OffRL 172 106 0 27 May 2021
Maximum and Leaky Maximum PropagationIEEE International Joint Conference on Neural Network (IJCNN), 2021 Wolfgang Fuhl 93 6 0 21 May 2021
Deep Metric Learning for Few-Shot Image Classification: A Review of Recent DevelopmentsPattern Recognition (Pattern Recogn.), 2021 Xiaoxu Li Xiaochen Yang Zhanyu Ma Jing-Hao Xue VLM 202 151 0 17 May 2021
FlipReID: Closing the Gap between Training and Inference in Person Re-IdentificationEuropean Workshop on Visual Information Processing (EUVIP), 2021 Xingyang Ni Esa Rahtu 91 33 0 12 May 2021
Center Prediction Loss for Re-identificationPattern Recognition (Pattern Recogn.), 2021 L. Yang Yunlong Wang Lingqiao Liu Peng Wang Lu Chi Zehuan Yuan Changhu Wang Yanning Zhang VLM 153 6 0 30 Apr 2021
Exploring Modality-shared Appearance Features and Modality-invariant Relation Features for Cross-modality Person Re-IdentificationPattern Recognition (Pattern Recogn.), 2021 Nianchang Huang Jianan Liu Qiang Zhang Jungong Han 107 48 0 23 Apr 2021
Graph-based Person Signature for Person Re-Identifications Binh X. Nguyen Binh Nguyen Tuong Khanh Long Do Erman Tjiputra Quang-Dieu Tran A. Nguyen 109 51 0 14 Apr 2021
UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification in Video ImageryVISIGRAPP (VISIGRAPP), 2021 Daniel Organisciak Matt Poyser Aishah Alsehaim Shanfeng Hu Brian K. S. Isaac-Medina T. Breckon Hubert P. H. Shum 154 9 0 13 Apr 2021
Unveiling personnel movement in a larger indoor area with a non-overlapping multi-camera system Ping Zhang Zhenxiang Tao Wenjie Yang Minze Chen Shan Ding Xiaodong Liu Rui Yang Hui Zhang 28 1 0 10 Apr 2021
Neural Feature Search for RGB-Infrared Person Re-IdentificationComputer Vision and Pattern Recognition (CVPR), 2021 Yehansen Chen Lin Wan Zhihang Li Qianyan Jing Zongyuan Sun 167 185 0 06 Apr 2021
Learning from Self-Discrepancy via Multiple Co-teaching for Cross-Domain Person Re-IdentificationMachine-mediated learning (ML), 2021 Suncheng Xiang Yuzhuo Fu Mengyuan Guan Ting Liu 246 24 0 06 Apr 2021
A Video Is Worth Three Views: Trigeminal Transformers for Video-based Person Re-identification Xuehu Liu Silong Yong Chenyang Yu Huchuan Lu Xuesheng Qian Xiaoyun Yang ViT 128 55 0 05 Apr 2021
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-IdentificationComputer Vision and Pattern Recognition (CVPR), 2021 Tianran Ouyang Ling Shao OOD 561 92 0 04 Apr 2021
Learning Domain Invariant Representations for Generalizable Person Re-IdentificationIEEE Transactions on Image Processing (TIP), 2021 Yi-Fan Zhang Zhang Zhang Da Li Zhen Jia Liang Wang Tieniu Tan OOD 175 47 0 29 Mar 2021
Leaning Compact and Representative Features for Cross-Modality Person Re-IdentificationWorld wide web (Bussum) (WWWB), 2021 Guangwei Gao Hao Shao Leilei Gan Meng Yang Yi Yu 118 22 0 26 Mar 2021
ES-Net: Erasing Salient Parts to Learn More in Re-IdentificationIEEE Transactions on Image Processing (TIP), 2020 Dong Shen Shuai Zhao Jinming Hu Hao Feng Deng Cai Xiaofei He 146 28 0 10 Mar 2021
Bridging the Distribution Gap of Visible-Infrared Person Re-identification with Modality Batch Normalization Wenkang Li Qi Ke Wenbin Chen Yicong Zhou VLM 93 12 0 08 Mar 2021
SFANet: A Spectrum-aware Feature Augmentation Network for Visible-Infrared Person Re-IdentificationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Haojie Liu Shun Ma Daoxun Xia Shaozi Li 104 99 0 24 Feb 2021
Person Re-identification based on Robust Features in Open-world Yaguan Qian Anlin Sun 85 0 0 22 Feb 2021
Deep Gait Recognition: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Alireza Sepas-Moghaddam Ali Etemad CVBM 152 220 0 18 Feb 2021
Multi-Attribute Enhancement Network for Person SearchIEEE International Joint Conference on Neural Network (IJCNN), 2021 Lequan Chen Wei Xie Zhigang Tu Jinglei Guo Yaping Tao Xinming Wang 72 5 0 16 Feb 2021
TransReID: Transformer-based Object Re-IdentificationIEEE International Conference on Computer Vision (ICCV), 2021 Shuting He Haowen Luo Pichao Wang F. Wang Hao Li Wei Jiang ViT 404 1,011 0 08 Feb 2021
Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identificationIEEE Transactions on Image Processing (TIP), 2021 Hao Feng Minghao Chen Jinming Hu Dong Shen Haifeng Liu Deng Cai 120 72 0 29 Jan 2021
Lightweight Multi-Branch Network for Person Re-IdentificationInternational Conference on Information Photonics (ICIP), 2021 Fabian Herzog Xunbo Ji Torben Teepe S. Hörmann Johannes Gilg Gerhard Rigoll 3DPC 90 64 0 26 Jan 2021
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning Method Yunpeng Gong Liqin Huang Lifei Chen 211 47 0 21 Jan 2021
Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation LearningInternational Conference on Image Processing Theory Tools and Applications (ICIPTTA), 2021 N. L. Baisa Bryan M. Williams Hossein Rahmani Plamen Angelov Sue Black 269 17 0 13 Jan 2021
Resolution-invariant Person ReID Based on Feature Transformation and Self-weighted AttentionInternational Conference on Information Photonics (ICIP), 2021 Ziyue Zhang Shuai Jiang Congzhentao Huang R. Xu 108 2 0 12 Jan 2021
HAVANA: Hierarchical and Variation-Normalized Autoencoder for Person Re-identification Jiawei Ren Xiao Ma Chen Xu Haiyu Zhao Shuai Yi BDL 121 5 0 06 Jan 2021
Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-IdentificationIEEE Transactions on Image Processing (TIP), 2020 Yongxing Dai Jun Liu Yan Bai Zekun Tong Ling-yu Duan 176 83 0 26 Dec 2020
Strong but Simple Baseline with Dual-Granularity Triplet Loss for Visible-Thermal Person Re-IdentificationIEEE Signal Processing Letters (IEEE SPL), 2020 Haijun Liu Yanxia Chai Xiaoheng Tan Dong Li Xichuan Zhou 3DH 51 52 0 09 Dec 2020
Insights From A Large-Scale Database of Material Depictions In Paintings Hubert Lin Mitchell J. P. van Zuijlen M. Wijntjes S. Pont Kavita Bala 166 8 0 24 Nov 2020