Joint Discriminative and Generative Learning for Person Re-identification

15 April 2019

Zhedong Zheng

Xiaodong Yang

Zhiding Yu

Liang Zheng

Yi Yang

Jan Kautz

GAN

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Papers citing "Joint Discriminative and Generative Learning for Person Re-identification"

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Title
Rethinking Person Re-Identification via Semantic-Based Pretraining Suncheng Xiang Jingsheng Gao Zi-Yu Zhang Mengyuan Guan Binghai Yan Ting Liu Xiaobo Li Yuzhuo Fu VLM 32 11 0 11 Oct 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 39 95 0 10 Oct 2021
Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification Zheng Hu Chuang Zhu Gang He SSL 55 37 0 25 Sep 2021
Memory Regulation and Alignment toward Generalizer RGB-Infrared Person Feng Chen Fei Wu Qi Wu Zhiguo Wan 55 6 0 18 Sep 2021
Resolution based Feature Distillation for Cross Resolution Person Re-Identification A. Munir Chengjin Lyu Bart Goossens Wilfried Philips C. Micheloni SupR 29 9 0 16 Sep 2021
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths Andrea Hornáková Timo Kaiser Paul Swoboda Michal Rolínek Bodo Rosenhahn Roberto Henschel VOT 40 37 0 24 Aug 2021
Exploring Simple 3D Multi-Object Tracking for Autonomous Driving Chenxu Luo Xiaodong Yang Alan Yuille VOT 3DPC 25 81 0 23 Aug 2021
Video-based Person Re-identification with Spatial and Temporal Memory Networks Chanho Eom Geon Lee Junghyup Lee Bumsub Ham 13 72 0 20 Aug 2021
Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences Hyunjong Park Sanghoon Lee Junghyup Lee Bumsub Ham 26 151 0 17 Aug 2021
FPB: Feature Pyramid Branch for Person Re-Identification Suofei Zhang Zirui Yin Xiofu Wu Kun Wang Quan Zhou Bin Kang CVBM 19 12 0 04 Aug 2021
SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on Bingwen Hu Ping Liu Zhedong Zheng Mingwu Ren 3DH 21 23 0 03 Aug 2021
GiT: Graph Interactive Transformer for Vehicle Re-identification Fei Shen Yi Xie Jianqing Zhu Xiaobin Zhu Huanqiang Zeng ViT 32 112 0 12 Jul 2021
Pedestrian Attribute Recognition in Video Surveillance Scenarios Based on View-attribute Attention Localization Wei-Chen Chen Xin-Yi Yu Linlin Ou 30 15 0 11 Jun 2021
BR-NPA: A Non-Parametric High-Resolution Attention Model to improve the Interpretability of Attention T. Gomez Suiyi Ling Thomas Fréour Harold Mouchère 29 5 0 04 Jun 2021
Connecting Language and Vision for Natural Language-Based Vehicle Retrieval Shuai Bai Zhedong Zheng Xiaohan Wang Junyang Lin Zhu Zhang Chang Zhou Yi Yang Hongxia Yang 24 27 0 31 May 2021
Pose-driven Attention-guided Image Generation for Person Re-Identification Amena Khatun Simon Denman Sridha Sridharan Clinton Fookes GAN 42 47 0 28 Apr 2021
A Strong Baseline for Vehicle Re-Identification Su Huynh Nam-Hoang Nguyen Ngoc-Thanh Nguyen Vinh Nguyen C. Huynh Chuong H. Nguyen 44 33 0 22 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 24 42 0 14 Apr 2021
UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles Tianjiao Li Jun Liu Wei Emma Zhang Yun Ni Wenqian Wang Zhiheng Li AI4TS 33 188 0 02 Apr 2021
AAformer: Auto-Aligned Transformer for Person Re-Identification Kuan Zhu Haiyun Guo Shiliang Zhang Yaowei Wang Jing Liu Jinqiao Wang Ming Tang ViT 35 112 0 02 Apr 2021
An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA Platform Zishen Wan Yuyang Zhang A. Raychowdhury Bo Yu Haibin Ling Shaoshan Liu 18 17 0 01 Apr 2021
ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification Hao Chen Benoit Lagadec F. Brémond SSL 44 187 0 30 Mar 2021
Deep Consensus Learning Wei Sun Tianfu Wu 32 2 0 15 Mar 2021
Explainable Person Re-Identification with Attribute-guided Metric Distillation Xiaodong Chen Xinchen Liu Wu Liu Xiaoping Zhang Yongdong Zhang Tao Mei 53 44 0 02 Mar 2021
Resolution-invariant Person ReID Based on Feature Transformation and Self-weighted Attention Ziyue Zhang Shuai Jiang Congzhentao Huang R. Xu 47 2 0 12 Jan 2021
PoNA: Pose-guided Non-local Attention for Human Pose Transfer Kun Li Jinsong Zhang Yebin Liu Yu-Kun Lai Qionghai Dai GAN 3DH 13 49 0 13 Dec 2020
Human Pose Transfer by Adaptive Hierarchical Deformation Jinsong Zhang Xingzi Liu Kun Li 3DH 27 18 0 13 Dec 2020
Unsupervised Pre-training for Person Re-identification Dengpan Fu Dongdong Chen Jianmin Bao Hao Yang Lu Yuan Lei Zhang Houqiang Li Dong Chen 34 134 0 07 Dec 2020
Re-identification = Retrieval + Verification: Back to Essence and Forward with a New Metric Zechuan Wang Xin Yuan T. Yamasaki Yutian Lin Xin Xu Wenjun Zeng 30 9 0 23 Nov 2020
Self-supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond Ming Li Xinming Huang Ziming Zhang SSL 33 42 0 19 Oct 2020
End-to-End Training of CNN Ensembles for Person Re-Identification Ayse Serbetci Y. S. Akgul 24 23 0 03 Oct 2020
Batch Coherence-Driven Network for Part-aware Person Re-Identification Kan Wang Pengfei Wang Changxing Ding Dacheng Tao 24 22 0 21 Sep 2020
Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition Ping Liu Yuewei Lin Zibo Meng Lu Lu Weihong Deng Qiufeng Wang Yi Yang 21 26 0 26 Aug 2020
Memory-based Jitter: Improving Visual Recognition on Long-tailed Data with Diversity In Memory Jialun Liu Jingwei Zhang Yi yang Wenhui Li Chi Zhang Yifan Sun 28 39 0 22 Aug 2020
Cluster-level Feature Alignment for Person Re-identification Qiuyu Chen Wei Zhang Jianping Fan 24 7 0 15 Aug 2020
Unsupervised Disentanglement GAN for Domain Adaptive Person Re-Identification Yacine Khraimeche Guillaume-Alexandre Bilodeau David Steele Harshad Mahadik OOD 24 3 0 30 Jul 2020
Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Taekyung Kim Changick Kim 30 136 0 18 Jul 2020
Multi-Domain Image Completion for Random Missing Input Data Liyue Shen Wentao Zhu Xiaosong Wang Lei Xing John M. Pauly ... Thomas Sanford Sherif Mehralivand Peter L. Choyke Bradford J. Wood Daguang Xu MedIm 18 69 0 10 Jul 2020
Cross-Correlated Attention Networks for Person Re-Identification Jieming Zhou S. Roy Pengfei Fang Mehrtash Harandi L. Petersson 18 16 0 17 Jun 2020
Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Wenhao Wang Fang Zhao Tianran Ouyang Ling Shao 19 49 0 11 Jun 2020
Beyond Triplet Loss: Meta Prototypical N-tuple Loss for Person Re-identification Zhizheng Zhang Cuiling Lan Wenjun Zeng Zhibo Chen Shih-Fu Chang 30 12 0 08 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 30 556 0 04 Jun 2020
Simple Unsupervised Multi-Object Tracking Shyamgopal Karthik Ameya Prabhu Vineet Gandhi VOT 29 77 0 04 Jun 2020
PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data Zheng Tang M. Naphade Stan Birchfield Jonathan Tremblay William Hodge Ratnesh Kumar Shuo Wang Xiaodong Yang 27 140 0 02 May 2020
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification Zhedong Zheng Tao Ruan Yunchao Wei Yi Yang Tao Mei 29 151 0 14 Apr 2020
Real-world Person Re-Identification via Degradation Invariance Learning Yukun Huang Zhengjun Zha Xueyang Fu Richang Hong Liang Li 36 62 0 10 Apr 2020
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification Changxing Ding Kan Wang Pengfei Wang Dacheng Tao 22 63 0 18 Mar 2020
Deep Attention Aware Feature Learning for Person Re-Identification Yifan Chen Han Wang Xiaolu Sun Bin Fan Chunrui Tang 28 69 0 01 Mar 2020
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation Takehiko Ohkawa Naoto Inoue Hirokatsu Kataoka Nakamasa Inoue 27 6 0 29 Feb 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 25 264 0 28 Feb 2020