PoseTrans: A Simple Yet Effective Pose Transformation Augmentation for Human Pose Estimation

16 August 2022

Wentao Liu

Ping Luo

Papers citing "PoseTrans: A Simple Yet Effective Pose Transformation Augmentation for Human Pose Estimation"

45 / 45 papers shown

Title
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer Wang Zeng Sheng Jin Wentao Liu Chao Qian Ping Luo Ouyang Wanli Xiaogang Wang ViT 44 126 0 19 Apr 2022
Deep Long-Tailed Learning: A Survey Yifan Zhang Bingyi Kang Bryan Hooi Shuicheng Yan Jiashi Feng VLM 100 584 0 09 Oct 2021
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search Lumin Xu Yingda Guan Sheng Jin Wentao Liu Chao Qian Ping Luo Wanli Ouyang Xiaogang Wang 72 53 0 21 May 2021
When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks Jiahang Wang Sheng Jin Wentao Liu Weizhong Liu Chao Qian Ping Luo AAML 52 58 0 13 May 2021
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation Kehong Gong Jianfeng Zhang Jiashi Feng 68 137 0 06 May 2021
Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions Rafal Pytel O. Kayhan Jan van Gemert 3DPC 44 6 0 20 Oct 2020
DecAug: Augmenting HOI Detection via Decomposition Yichen Xie Haoshu Fang Dian Shao Yong-Lu Li Cewu Lu 59 10 0 02 Oct 2020
Adversarial Semantic Data Augmentation for Human Pose Estimation Yanrui Bin Xuan Cao Xinya Chen Yanhao Ge Ying Tai Chengjie Wang Jilin Li Feiyue Huang Changxin Gao Nong Sang 47 60 0 03 Aug 2020
Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation Sheng Jin Wentao Liu Enze Xie Wenhai Wang Chao Qian Wanli Ouyang Ping Luo 3DH 81 126 0 23 Jul 2020
Whole-Body Human Pose Estimation in the Wild Sheng Jin Lumin Xu Jin Xu Can Wang Wentao Liu Chao Qian Wanli Ouyang Ping Luo 3DH 176 246 0 23 Jul 2020
Cascaded deep monocular 3D human pose estimation with evolutionary training data Shichao Li Lei Ke Kevin Pratama Yu-Wing Tai Chi-Keung Tang Kwang-Ting Cheng 3DH 43 158 0 14 Jun 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 156 12,268 0 23 Apr 2020
GridMask Data Augmentation Pengguang Chen Shu Liu Hengshuang Zhao Xingquan Wang Jiaya Jia 91 311 0 13 Jan 2020
Distribution-Aware Coordinate Representation for Human Pose Estimation Feng Zhang Xiatian Zhu Hanbin Dai Mao Ye Ce Zhu 3DH 68 424 0 14 Oct 2019
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation Bowen Cheng Bin Xiao Jingdong Wang Humphrey Shi Thomas S. Huang Lei Zhang 3DH 63 676 0 27 Aug 2019
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting Haoshu Fang Jianhua Sun Runzhong Wang Minghao Gou Yong-Lu Li Cewu Lu ISeg 53 210 0 21 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 390 3,613 0 20 Aug 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 609 4,778 0 13 May 2019
Multi-person Articulated Tracking with Spatial and Temporal Embeddings Sheng Jin Wentao Liu Wanli Ouyang Chao Qian 108 75 0 21 Mar 2019
PifPaf: Composite Fields for Human Pose Estimation S. Kreiss Lorenzo Bertoni Alexandre Alahi 3DH 64 425 0 15 Mar 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 126 4,054 0 25 Feb 2019
CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark Jiefeng Li Can Wang Hao Zhu Yihuan Mao Haoshu Fang Cewu Lu 40 511 0 02 Dec 2018
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation Xi Peng Zhiqiang Tang Fei Yang Rogerio Feris Dimitris N. Metaxas 60 204 0 24 May 2018
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 120 1,771 0 24 May 2018
Simple Baselines for Human Pose Estimation and Tracking Bin Xiao Haiping Wu Yichen Wei 3DH VOT 116 1,792 0 17 Apr 2018
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model George Papandreou Tyler Lixuan Zhu Liang-Chieh Chen Spyros Gidaris Jonathan Tompson Kevin Patrick Murphy 42 546 0 22 Mar 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 274 1,404 0 01 Feb 2018
Cascaded Pyramid Network for Multi-Person Pose Estimation Yilun Chen Zhicheng Wang Yuxiang Peng Zhiqiang Zhang Gang Yu Jian Sun 126 1,427 0 20 Nov 2017
PoseTrack: A Benchmark for Human Pose Estimation and Tracking Mykhaylo Andriluka Umar Iqbal Eldar Insafutdinov L. Pishchulin Anton Milan Juergen Gall Bernt Schiele 98 458 0 27 Oct 2017
mixup: Beyond Empirical Risk Minimization Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 276 9,760 0 25 Oct 2017
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 90 3,635 0 16 Aug 2017
Improved Regularization of Convolutional Neural Networks with Cutout Terrance Devries Graham W. Taylor 109 3,764 0 15 Aug 2017
Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation Yushen Chen Chunhua Shen Xiu-Shen Wei Lingqiao Liu Jian Yang GAN 65 323 0 30 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 350 27,181 0 20 Mar 2017
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 149 6,538 0 24 Nov 2016
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Alejandro Newell Zhiao Huang Jia Deng 86 920 0 16 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 329 4,573 0 13 Nov 2016
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model Eldar Insafutdinov L. Pishchulin Bjoern Andres Mykhaylo Andriluka Bernt Schiele 3DH 71 1,112 0 10 May 2016
Synthesizing Training Images for Boosting Human 3D Pose Estimation Wenzheng Chen Huan Wang Yangyan Li Hao Su Zhenhua Wang Changhe Tu Dani Lischinski Daniel Cohen-Or Baoquan Chen 3DH 86 292 0 10 Apr 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,027 0 22 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,525 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,638 0 01 May 2014
DeepPose: Human Pose Estimation via Deep Neural Networks Alexander Toshev Christian Szegedy 3DH 179 2,774 0 17 Dec 2013
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 364 25,642 0 09 Jun 2011