Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation

Helge Rhodin, Mathieu Salzmann, Pascal Fua

Type: Book-Chapter

Publication Date: 2018-01-01

Citations: 241

DOI: https://doi.org/10.1007/978-3-030-01249-6_46

View Publication

Download PDF

Locations

Lecture notes in computer science - View
arXiv (Cornell University) - View - PDF
Infoscience (Ecole Polytechnique Fédérale de Lausanne) - View - PDF

Similar Works

Action	Title	Year	Authors
+ PDF Chat	Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement	2020	Qiang Nie Ziwei Liu Yunhui Liu
+	Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation	2018	Helge Rhodin Mathieu Salzmann Pascal Fua
+ PDF Chat	A generalizable approach for multi-view 3D human pose regression	2020	Abdolrahim Kadkhodamohammadi Nicolas Padoy
+ PDF Chat	Weakly-supervised pre-training for 3D human pose estimation via perspective knowledge	2023	Zhongwei Qiu Kai Qiu Jianlong Fu Dongmei Fu
+ PDF Chat	Towards Generalization of 3D Human Pose Estimation in the Wild	2021	Renato Baptista Alexandre Saint Kassem Al Ismaeil Djamila Aouada
+	Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation.	2018	Helge Rhodin Mathieu Salzmann Pascal Fua
+ PDF Chat	View consistency aware holistic triangulation for 3D human pose estimation	2023	Xiaoyue Wan Zhuo Chen Xu Zhao
+ PDF Chat	Self-attentive 3D human pose and shape estimation from videos	2021	Yunchun Chen Marco Piccirilli Robinson Piramuthu Ming–Hsuan Yang
+ PDF Chat	Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation	2019	Xipeng Chen Kwan-Yee Lin Wentao Liu Chen Qian Liang Lin
+	Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation	2019	Xipeng Chen Kwan-Yee Lin Wentao Liu Chen Qian Xiaogang Wang Liang Lin
+ PDF Chat	3D human pose estimation with siamese equivariant embedding	2019	Márton Véges Viktor Varga András Lőrincz
+ PDF Chat	SPGNet: Spatial Projection Guided 3D Human Pose Estimation in Low Dimensional Space	2022	Zihan Wang Ruimin Chen Mengxuan Liu Guanfang Dong Anup Basu
+ PDF Chat	Human Modelling and Pose Estimation Overview	2024	Paweł Knap
+	Learning Knowledge-guided Pose Grammar Machine for 3D Human Pose Estimation.	2017	Hao-Shu Fang Yuanlu Xu Wenguan Wang Xiaobai Liu Song‐Chun Zhu
+ PDF Chat	Generic 3D Representation via Pose Estimation and Matching	2016	Amir Zamir Tilman Wekel Pulkit Agrawal Colin Wei Jitendra Malik Silvio Savarese
+ PDF Chat	VoxelPose: Towards Multi-camera 3D Human Pose Estimation in Wild Environment	2020	Hanyue Tu Chunyu Wang Wenjun Zeng
+ PDF Chat	Towards Viewpoint Invariant 3D Human Pose Estimation	2016	Albert Haque Boya Peng Zelun Luo Alexandre Alahi Serena Yeung Li Fei-Fei
+ PDF Chat	Exploiting Temporal Information for 3D Human Pose Estimation	2018	Mir Rayat Imtiaz Hossain James J. Little
+ PDF Chat	Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation	2022	Qihao Liu Yi Zhang Song Bai Alan Yuille
+ PDF Chat	Learning 3D Human Pose from Structure and Motion	2018	Rishabh Dabral Anurag Mundhada Uday Kusupati Safeer Afaque Abhishek Sharma Arjun Jain

Works That Cite This (155)

Action	Title	Year	Authors
+ PDF Chat	3D human pose estimation based on 2D–3D consistency with synchronized adversarial training	2024	Yicheng Deng Cheng Sun Yongqi Sun Jiahui Zhu
+	Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19	2020	Feng Shi Jun Wang Jun Shi Ziyan Wu Qian Wang Zhenyu Tang Kelei He Yinghuan Shi Dinggang Shen
+ PDF Chat	Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers	2023	Moritz Einfalt Katja Ludwig Rainer Lienhart
+ PDF Chat	Self-supervised 3D Human Pose Estimation from a Single Image	2023	Jose Sosa David Hogg
+ PDF Chat	Monocular Neural Image Based Rendering With Continuous View Control	2019	Jie Song Xu Chen Otmar Hilliges
+ PDF Chat	Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization	2021	L. Zhao Yuxiao Wang Jiaping Zhao Liangzhe Yuan Jennifer J. Sun Florian Schroff Hartwig Adam Xi Peng Dimitris Metaxas Ting Liu
+ PDF Chat	Distill Knowledge From NRSfM for Weakly Supervised 3D Pose Learning	2019	Chaoyang Wang Chen Kong Simon Lucey
+	Unsupervised 3D Pose Estimation with Geometric Self-Supervision	2019	Ching-Hang Chen Ambrish Tyagi Amit Agrawal Dylan Drover Rohith MV Stefan Stojanov James M. Rehg
+ PDF Chat	HULC: 3D HUman Motion Capture with Pose Manifold SampLing and Dense Contact Guidance	2022	Soshi Shimada Vladislav Golyanik Zhi Li Patrick Pérez Weipeng Xu Christian Theobalt
+	Multigrid Predictive Filter Flow for Unsupervised Learning on Videos	2019	Shu Kong Charless C. Fowlkes

Works Cited by This (43)

Action	Title	Year	Authors
+ PDF Chat	Deep Stereo: Learning to Predict New Views from the World's Imagery	2016	John P. Flynn Ivan Neulander James Philbin Noah Snavely
+ PDF Chat	Learning to generate chairs with convolutional neural networks	2015	Alexey Dosovitskiy Jost Tobias Springenberg Thomas Brox
+	Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis	2016	Shuicheng Yan Scott Reed Ming–Hsuan Yang Honglak Lee
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun
+	Single-view to Multi-view: Reconstructing Unseen Views with a Convolutional Network	2015	Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox
+ PDF Chat	Learning to Generate Chairs, Tables and Cars with Convolutional Networks	2016	Alexey Dosovitskiy Jost Tobias Springenberg Maxim Tatarchenko Thomas Brox
+ PDF Chat	View Synthesis by Appearance Flow	2016	Tinghui Zhou Shubham Tulsiani Weilun Sun Jitendra Malik Alexei A. Efros
+	InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets	2016	Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel
+	MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild	2016	Grégory Rogez Cordelia Schmid
+ PDF Chat	EgoCap	2016	Helge Rhodin Christian Richardt Dan Casas Eldar Insafutdinov Mohammad Shafiei Hans‐Peter Seidel Bernt Schiele Christian Theobalt