Deep Learning-Based Human Pose Estimation: A Survey

24 December 2020

Papers citing "Deep Learning-Based Human Pose Estimation: A Survey"

50 / 249 papers shown

Title
Can Pose Transfer Models Generate Realistic Human Motion? Vaclav Knapp Matyas Bohacek 314 0 0 28 Jan 2025
Automatic infant 2D pose estimation from videos: comparing seven deep neural network methods Filipe Gama Matej Misar Lukas Navara S. T. Popescu Matej Hoffmann 3DH 64 2 0 25 Jun 2024
VURF: A General-purpose Reasoning and Self-refinement Framework for Video Understanding Ahmad A Mahmood Ashmal Vayani Muzammal Naseer Salman Khan Fahad Shahbaz Khan LRM 69 6 0 21 Mar 2024
Part Aware Contrastive Learning for Self-Supervised Action Recognition Yilei Hua Wenhan Wu Ce Zheng Aidong Lu Mengyuan Liu Chong Chen Shiqian Wu SSL 120 36 0 01 May 2023
PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation Qi-jun Zhao Ce Zheng Mengyuan Liu Pichao Wang Chong Chen ViT 43 90 0 30 Mar 2023
POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery Ce Zheng Xianpeng Liu Guo-Jun Qi Chong Chen 3DH 135 33 0 23 Mar 2023
PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation Haoyu Ma Zhe Wang Yifei Chen Deying Kong Liangjian Chen Xingwei Liu Xiangyi Yan Hao Tang Xiaohui Xie ViT 45 48 0 16 Sep 2022
Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers Junhyeong Cho Youwang Kim Tae-Hyun Oh ViT 26 122 0 27 Jul 2022
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection Hang Ye Wentao Zhu Chun-yu Wang Rujie Wu Yizhou Wang 3DH 67 46 0 22 Jul 2022
FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER Ce Zheng Matías Mendieta Taojiannan Yang Guo-Jun Qi Chong Chen ViT 3DH 33 14 0 30 May 2022
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation Yihan Wang Zhekai Zhang Han Cai Wei-Ming Chen Song Han 3DH 50 72 0 03 May 2022
Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation Zhenguang Liu Runyang Feng Haoming Chen Shuang Wu Yixing Gao Yunjun Gao Xiang Wang 65 42 0 29 Mar 2022
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation Zitian Wang Xuecheng Nie Xiaochao Qu Yunpeng Chen Siwen Liu 3DH 34 29 0 15 Mar 2022
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video Jinlu Zhang Zhigang Tu Jianyu Yang Yujin Chen Junsong Yuan ViT 66 222 0 02 Mar 2022
Artificial Intelligence for the Metaverse: A Survey Thien Huynh-The Quoc-Viet Pham Xuan-Qui Pham Thanh Thi Nguyen Zhu Han Dong-Seong Kim 66 416 0 15 Feb 2022
Poseur: Direct Human Pose Regression with Transformers Wei Mao Yongtao Ge Chunhua Shen Zhi Tian Xinlong Wang Zhibin Wang Anton Van Den Hengel ViT 48 81 0 19 Jan 2022
PE-former: Pose Estimation Transformer Paschalis Panteleris Antonis Argyros ViT 33 12 0 09 Dec 2021
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu Hao Tang Pichao Wang Luc Van Gool ViT 53 249 0 24 Nov 2021
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose Ce Zheng Matías Mendieta Pu Wang Aidong Lu Chong Chen 3DH 37 31 0 24 Nov 2021
TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation Haoyu Ma Liangjian Chen Deying Kong Zhe Wang Xingwei Liu Hao Tang Xiangyi Yan Yusheng Xie Shi-yao Lin Xiaohui Xie ViT 56 61 0 18 Oct 2021
Shape-aware Multi-Person Pose Estimation from Multi-View Images Zijian Dong Mingli Song Xu Chen Chen Guo Otmar Hilliges 3DH 148 38 0 05 Oct 2021
GraFormer: Graph Convolution Transformer for 3D Pose Estimation Weixi Zhao Yunjie Tian QiXiang Ye Jianbin Jiao Weiqiang Wang ViT 16 25 0 17 Sep 2021
Probabilistic Modeling for Human Mesh Recovery Nikos Kolotouros Georgios Pavlakos Dinesh Jayaraman Kostas Daniilidis 3DH 36 166 0 26 Aug 2021
Human Pose Regression with Residual Log-likelihood Estimation Jiefeng Li Siyuan Bian Ailing Zeng Can Wang Bo Pang Wentao Liu Cewu Lu 27 193 0 23 Jul 2021
SimCC: a Simple Coordinate Classification Perspective for Human Pose Estimation Yanjie Li Sen Yang Peidong Liu Shoukui Zhang Yunxiao Wang Zhicheng Wang Wankou Yang Shutao Xia 3DH 48 125 0 07 Jul 2021
Test-Time Personalization with a Transformer for Human Pose Estimation Yizhuo Li Miao Hao Zonglin Di N. B. Gundavarapu Xiaolong Wang ViT 42 46 0 05 Jul 2021
Polarized Self-Attention: Towards High-quality Pixel-wise Regression Huajun Liu Fuqiang Liu Xinyi Fan Dong Huang 96 216 0 02 Jul 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 45 52 0 21 May 2021
Pose Recognition with Cascade Transformers Ke Li Shijie Wang Xiang Zhang Yifan Xu Weijian Xu Zhuowen Tu ViT 45 210 0 14 Apr 2021
Lite-HRNet: A Lightweight High-Resolution Network Changqian Yu Bin Xiao Changxin Gao Lu Yuan Lei Zhang Nong Sang Jingdong Wang 3DH 39 284 0 13 Apr 2021
Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks Yu-Feng Cheng Bo Wang Bo Yang R. Tan 3DH 33 36 0 05 Apr 2021
Evaluating Neural Word Embeddings for Sanskrit Kevin Qinghong Lin Om Adideva Digumarthi Komal Laxmidhar Behera Pawan Goyal 52 303 0 01 Apr 2021
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop Hongwen Zhang Yating Tian Xinchi Zhou Wanli Ouyang Yebin Liu Limin Wang Zhenan Sun 3DH 46 298 0 30 Mar 2021
TFPose: Direct Human Pose Estimation with Transformers Wei Mao Yongtao Ge Chunhua Shen Zhi Tian Xinlong Wang Zhibin Wang ViT 49 85 0 29 Mar 2021
Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation Wenhao Li Hong Liu Runwei Ding Mengyuan Liu Pichao Wang Wenming Yang ViT 51 192 0 26 Mar 2021
3D Human Pose Estimation with Spatial and Temporal Transformers Ce Zheng Sijie Zhu Matías Mendieta Taojiannan Yang Chong Chen Zhengming Ding ViT 88 447 0 18 Mar 2021
Deep Dual Consecutive Network for Human Pose Estimation Zhenguang Liu Haoming Chen Runyang Feng Shuang Wu S. Ji Bailin Yang Xun Wang 3DH 51 108 0 12 Mar 2021
PandaNet : Anchor-Based Single-Shot Multi-Person 3D Pose Estimation Abdallah Benzine Florian Chabot B. Luvison Q. C. Pham Catherine Achard 3DH 142 57 0 07 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 242 2,463 0 04 Jan 2021
Rethinking the Heatmap Regression for Bottom-up Human Pose Estimation Zhengxiong Luo Zhicheng Wang Yan Huang Tieniu Tan Erjin Zhou 141 144 0 30 Dec 2020
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 162 265 0 28 Dec 2020
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos Yu-Feng Cheng Bo Wang Bo Yang R. Tan 3DH 21 45 0 22 Dec 2020
End-to-End Human Pose and Mesh Reconstruction with Transformers Kevin Qinghong Lin Lijuan Wang Zicheng Liu ViT 48 620 0 17 Dec 2020
EfficientPose: Efficient Human Pose Estimation with Neural Architecture Search Wenqiang Zhang Jiemin Fang Xinggang Wang Wenyu Liu 3DH 27 46 0 13 Dec 2020
A novel joint points and silhouette-based method to estimate 3D human pose and shape Zhongguo Li A. Heyden Magnus Oskarsson 3DH 19 3 0 11 Dec 2020
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning Prathmesh Madhu Angel Villar-Corrales Ronak Kosti Torsten Bendschus Corinna Reinhardt Peter Bell Andreas Maier Vincent Christlein 3DH 25 20 0 10 Dec 2020
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation Jiefeng Li Chao Xu Zhicun Chen Siyuan Bian Lixin Yang Cewu Lu 3DH 37 375 0 30 Nov 2020
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video Hongsuk Choi Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 24 206 0 17 Nov 2020
SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera Denis Tomè Thiemo Alldieck Patrick Peluse Gerard Pons-Moll Lourdes Agapito H. Badino Fernando de la Torre EgoV 26 76 0 02 Nov 2020
AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild Zhe Zhang Chunyu Wang Weichao Qiu Wenhu Qin Wenjun Zeng 3DH 64 87 0 26 Oct 2020