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"

22 / 72 papers shown

Title
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning D. Hwang Suntae Kim Nicolas Monet Hideki Koike Soonmin Bae 3DH 25 39 0 15 Jan 2020
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition D. Luvizon Hedi Tabia David Picard 3DH 27 115 0 15 Dec 2019
Synthetic Humans for Action Recognition from Unseen Viewpoints Gül Varol Ivan Laptev Cordelia Schmid Andrew Zisserman 25 96 0 09 Dec 2019
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates D. Luvizon Hedi Tabia David Picard 3DH 65 22 0 21 Nov 2019
MMTM: Multimodal Transfer Module for CNN Fusion Hamid Reza Vaezi Joze Amirreza Shaban Michael L. Iuzzolino K. Koishida 18 277 0 20 Nov 2019
FollowMeUp Sports: New Benchmark for 2D Human Keypoint Recognition Ying Huang Bin Sun Haipeng Kan Jiankai Zhuang Zengchang Qin 3DH 19 10 0 19 Nov 2019
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare Yuanlu Xu Song-Chun Zhu Tony Tung 3DH 11 192 0 30 Sep 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 21 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 24 1,254 0 12 May 2019
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction Nikos Kolotouros Georgios Pavlakos Kostas Daniilidis 3DH 40 523 0 08 May 2019
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation D. Sánchez Marc Oliu Meysam Madadi Xavier Baro Sergio Escalera 3DH 16 7 0 08 May 2019
Absolute Human Pose Estimation with Depth Prediction Network M. Véges András Lőrincz 3DH 19 30 0 11 Apr 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 28 207 0 28 Nov 2018
3D Human Pose Estimation with Siamese Equivariant Embedding M. Véges Viktor Varga András Lőrincz 19 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 22 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 56 86 0 28 Aug 2018
3D Human Pose Estimation with 2D Marginal Heatmaps Aiden Nibali Zhen He Stuart Morgan L. Prendergast 3DH 38 94 0 05 Jun 2018
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points Fabien Baradel Christian Wolf J. Mille Graham W. Taylor 24 150 0 22 Feb 2018
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Srinath Sridhar Gerard Pons-Moll Christian Theobalt 3DH 16 392 0 09 Dec 2017
Self Adversarial Training for Human Pose Estimation Chia-Jung Chou Jui-Ting Chien Hwann-Tzong Chen GAN 129 161 0 08 Jul 2017
MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior Xiaowei Zhou Menglong Zhu Georgios Pavlakos Spyridon Leonardos Konstantinos G. Derpanis Kostas Daniilidis 3DH 85 210 0 09 Jan 2017