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3D Human Pose Estimation = 2D Pose Estimation + Matching [PDF]
2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 Demo code: https://github.com/flyawaychase ...
Chen, Ching-Hang, Ramanan, Deva
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Reconstructing 3D human pose and shape from a single image and sparse IMUs [PDF]
PeerJ Computer Science, 2023 Background Model-based 3D pose estimation has been widely used in many 3D human motion analysis applications, in which vision-based and inertial-based are two distinct lines. Multi-view images in a vision-based markerless capture system provide essential
Xianhua Liao +5 more
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Dual‐view 3D human pose estimation without camera parameters for action recognition
IET Image Processing, 2021 The purpose of 3D human pose estimation is to estimate the 3D coordinates of key points of the human body directly from images. Although multi‐view based methods have better performance and higher precision of coordinate estimation than a single‐view ...
Long Liu, Le Yang, Wanjun Chen, Xin Gao
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Towards Single 2D Image-Level Self-Supervision for 3D Human Pose and Shape Estimation
Applied Sciences, 2021 Three-dimensional human pose and shape estimation is an important problem in the computer vision community, with numerous applications such as augmented reality, virtual reality, human computer interaction, and so on.
Junuk Cha +7 more
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An Adaptive Viewpoint Transformation Network for 3D Human Pose Estimation
IEEE Access, 2020 Human pose estimation from a monocular image has attracted lots of interest due to its huge potential application in many areas. The performance of 2D human pose estimation has been improved a lot with the emergence of deep convolutional neural network ...
Guoqiang Liang +3 more
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A Study on 3D Human Pose Estimation Using Through-Wall IR-UWB Radar and Transformer
IEEE Access, 2023 In this paper, we propose a human pose estimation algorithm for an impulse radio ultra-wideband (IR-UWB) radar based on the transformer-based deep learning model.
Gon Woo Kim +3 more
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3D Human Pose Estimation With Spatial Structure Information
IEEE Access, 2021 Estimating 3D human poses from 2D poses is a challenging problem due to joints self-occlusion, weak generalization, and inherent ambiguity of recovering depth. Actually, there exists spatial structure dependence on human body key points which can be used
Xiaoshan Huang, Jun Huang, Zengming Tang
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Sensors, 2021 Human pose estimation and tracking in real-time from multi-sensor systems is essential for many applications. Combining multiple heterogeneous sensors increases opportunities to improve human motion tracking.
Ashok Kumar Patil +4 more
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Robust Estimation of 3D Human Poses from a Single Image [PDF]
, 2014 Human pose estimation is a key step to action recognition. We propose a method of estimating 3D human poses from a single image, which works in conjunction with an existing 2D pose/joint detector.
Gao, Wen +4 more
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3D driver pose estimation based on joint 2D–3D network
IET Computer Vision, 2020 Three‐dimensional (3D) driver pose estimation is a promising and challenging problem for computer–human interaction. Recently convolutional neural networks have been introduced into 3D pose estimation, but these methods have the problem of slow running ...
Zhijie Yao +5 more
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