2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning

26 February 2018

Papers citing "2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning"

50 / 53 papers shown

Title
Visual Imitation Enables Contextual Humanoid Control Arthur Allshire Hongsuk Choi Junyi Zhang David McAllister Anthony Zhang C. Kim Trevor Darrell Pieter Abbeel Jitendra Malik Angjoo Kanazawa LM&Ro 100 0 0 06 May 2025
PAFUSE: Part-based Diffusion for 3D Whole-Body Pose Estimation Nermin Samet Cédric Rommel David Picard Eduardo Valle DiffM 42 0 0 14 Jul 2024
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input Trung-Hieu Hoang Mona Zehni Huy Phan Duc Minh Vo Minh N. Do 24 2 0 11 Dec 2023
Vision-Based Human Pose Estimation via Deep Learning: A Survey Gongjin Lan Yuehua Wu Fei Hu Qi Hao 3DH 26 44 0 26 Aug 2023
Reconstructing Three-Dimensional Models of Interacting Humans Mihai Fieraru M. Zanfir Elisabeta Oneata A. Popa Vlad Olaru C. Sminchisescu 3DH 21 5 0 03 Aug 2023
Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models Luke K. Topham Wasiq Khan D. Al-Jumeily A. Hussain CVBM 19 32 0 23 May 2023
CornerFormer: Boosting Corner Representation for Fine-Grained Structured Reconstruction Hongbo Tian Yulong Li Linzhi Huang Xu Ling Yue Yang Weihong Deng 3DV 19 0 0 14 Apr 2023
CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations Cheng-Yen Yang Jiajia Luo Lu Xia Yuyin Sun Nan Qiao Ke Zhang Zhongyu Jiang Jenq-Neng Hwang 3DH 10 14 0 08 Jan 2023
Cross-Modal Learning with 3D Deformable Attention for Action Recognition Sangwon Kim Dasom Ahn ByoungChul Ko ViT 3DPC 25 24 0 12 Dec 2022
AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time Haoshu Fang Jiefeng Li Hongyang Tang Chaoshun Xu Haoyi Zhu Yuliang Xiu Yong-Lu Li Cewu Lu 3DH 35 398 0 07 Nov 2022
STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition Dasom Ahn Sangwon Kim H. Hong ByoungChul Ko ViT 26 96 0 14 Oct 2022
Tragedy Plus Time: Capturing Unintended Human Activities from Weakly-labeled Videos Arnav Chakravarthy Zhiyuan Fang Yezhou Yang 21 2 0 28 Apr 2022
3D Human Pose Estimation Using Möbius Graph Convolutional Networks Niloofar Azizi Horst Possegger Emanuele Rodolà Horst Bischof 3DH 20 10 0 20 Mar 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu 19 25 0 23 Feb 2022
CZU-MHAD: A multimodal dataset for human action recognition utilizing a depth camera and 10 wearable inertial sensors Xin Chao Zhenjie Hou Yu Mo 22 20 0 07 Feb 2022
Contact-Rich Manipulation of a Flexible Object based on Deep Predictive Learning using Vision and Tactility Hideyuki Ichiwara Hiroshi Ito Kenjiro Yamamoto Hiroki Mori Tetsuya Ogata 13 21 0 13 Dec 2021
Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition Xiaodan Hu N. Ahuja 19 20 0 19 Sep 2021
When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks Jiahang Wang Sheng Jin Wentao Liu Weizhong Liu Chao Qian Ping Luo AAML 11 56 0 13 May 2021
KAMA: 3D Keypoint Aware Body Mesh Articulation Umar Iqbal Kevin Xie Yunrong Guo Jan Kautz Pavlo Molchanov 3DH 16 35 0 27 Apr 2021
Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated Convolutions Ruixu Liu Ju Shen He-Nan Wang C. L. P. Chen S. Cheung V. Asari 3DH 17 29 0 04 Mar 2021
Win-Fail Action Recognition Paritosh Parmar B. Morris 24 5 0 15 Feb 2021
Human Interaction Recognition Framework based on Interacting Body Part Attention Dong-Gyu Lee Seong-Whan Lee 51 25 0 22 Jan 2021
Semantics for Robotic Mapping, Perception and Interaction: A Survey Sourav Garg Niko Sünderhauf Feras Dayoub D. Morrison Akansel Cosgun ... Tat-Jun Chin Ian Reid Stephen Gould Peter Corke Michael Milford 20 115 0 02 Jan 2021
Depth-Aware Action Recognition: Pose-Motion Encoding through Temporal Heatmaps Mattia Segu Federico Pirovano Gianmario Fumagalli Amedeo Fabris 21 2 0 26 Nov 2020
JOLO-GCN: Mining Joint-Centered Light-Weight Information for Skeleton-Based Action Recognition Jinmiao Cai Nianjuan Jiang Xiaoguang Han K. Jia Jiangbo Lu 22 83 0 16 Nov 2020
Handgun detection using combined human pose and weapon appearance Jesús Ruiz-Santaquiteria Alberto Velasco-Mata Noelia Vállez Gloria Bueno Juan Antonio Álvarez-García O. Déniz-Suárez 16 44 0 26 Oct 2020
Pose And Joint-Aware Action Recognition Anshul B. Shah Shlok Kumar Mishra Ankan Bansal Jun-Cheng Chen Ramalingam Chellappa Abhinav Shrivastava 34 33 0 16 Oct 2020
Orientation Keypoints for 6D Human Pose Estimation Martin Fisch R. Clark 3DH 11 11 0 10 Sep 2020
SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression D. Luvizon Hedi Tabia David Picard 3DH 6 19 0 04 Sep 2020
Richly Activated Graph Convolutional Network for Robust Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 24 164 0 09 Aug 2020
HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization Jiahao Lin Gim Hee Lee 3DH 28 32 0 17 Jul 2020
MotioNet: 3D Human Motion Reconstruction from Monocular Video with Skeleton Consistency Mingyi Shi Kfir Aberman A. Aristidou Taku Komura Dani Lischinski Daniel Cohen-Or Baoquan Chen 3DH 16 68 0 22 Jun 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 17 155 0 14 Jun 2020
Reposing Humans by Warping 3D Features Markus Knoche István Sárándi Bastian Leibe 3DH 6 21 0 08 Jun 2020
TTNet: Real-time temporal and spatial video analysis of table tennis Roman Voeikov Nikolay S Falaleev Ruslan Baikulov ViT 11 79 0 21 Apr 2020
LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood Abhinav Kumar Tim K. Marks Wenxuan Mou Ye Wang Michael J. Jones A. Cherian T. Koike-Akino Xiaoming Liu Chen Feng CVBM 3DV 12 150 0 06 Apr 2020
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end A. Nassar Stefano Dáronco Sébastien Lefèvre Jan Dirk Wegner ObjD 17 3 0 23 Mar 2020
Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition Tianlang Chen Chen Fang Xiaohui Shen Yiheng Zhu Zhili Chen Jiebo Luo 3DH MedIm 14 23 0 24 Feb 2020
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning D. Hwang Suntae Kim Nicolas Monet Hideki Koike Soonmin Bae 3DH 15 39 0 15 Jan 2020
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates D. Luvizon Hedi Tabia David Picard 3DH 57 22 0 21 Nov 2019
FollowMeUp Sports: New Benchmark for 2D Human Keypoint Recognition Ying Huang Bin Sun Haipeng Kan Jiankai Zhuang Zengchang Qin 3DH 6 10 0 19 Nov 2019
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera H. Pham H. Salmane L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 13 46 0 16 Jul 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 22 1,252 0 12 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 9 523 0 08 May 2019
Action Machine: Rethinking Action Recognition in Trimmed Videos Jiagang Zhu Wei Zou Liang Xu Yiming Hu Zheng Zhu Manyu Chang Junjie Huang Guan Huang Dalong Du 27 37 0 14 Dec 2018
Neural Sign Language Translation based on Human Keypoint Estimation Sang-Ki Ko Chang Jo Kim Hyedong Jung C. Cho SLR 22 207 0 28 Nov 2018
3D Human Pose Estimation with Siamese Equivariant Embedding M. Véges Viktor Varga András Lőrincz 13 29 0 19 Sep 2018
Synthetic Occlusion Augmentation with Volumetric Heatmaps for the 2018 ECCV PoseTrack Challenge on 3D Human Pose Estimation István Sárándi Timm Linder Kai O. Arras Bastian Leibe 3DH 6 41 0 13 Sep 2018
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion In the Wild Yu Luo Jianbo Ye Reginald B. Adams Jia Li M. Newman J. Z. Wang 48 86 0 28 Aug 2018
3D Human Pose Estimation with 2D Marginal Heatmaps Aiden Nibali Zhen He Stuart Morgan L. Prendergast 3DH 22 94 0 05 Jun 2018