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Comparative Analysis of Skeleton-Based Human Pose Estimation
Future Internet, 2022 Human pose estimation (HPE) has become a prevalent research topic in computer vision. The technology can be applied in many areas, such as video surveillance, medical assistance, and sport motion analysis. Due to higher demand for HPE, many HPE libraries
Jen-Li Chung +2 more
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Research Progress of Deep Learning Methods in Two-dimensional Human Pose Estimation [PDF]
Jisuanji kexue, 2022 The task of human pose estimation is to locate and detect the key points of human body in images or videos.It has always been one of the hot research directions in the field of computer vision,and it is also a key step for computers to understand human ...
ZHANG Guo-ping, MA Nan, Guan Huai-guang, WU Zhi-xuan
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Human-pose estimation based on weak supervision
Virtual Reality & Intelligent Hardware, 2023 Background: In computer vision, simultaneously estimating human pose, shape, and clothing is a practical issue in real life, but remains a challenging task owing to the variety of clothing, complexity of deformation, shortage of large-scale datasets, and
Xiaoyan Hu +3 more
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Human Pose Estimation using Deep Consensus Voting
, 2016 In this paper we consider the problem of human pose estimation from a single still image. We propose a novel approach where each location in the image votes for the position of each keypoint using a convolutional neural net.
DH Ballard +7 more
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Action Recognition via Multi-View Perception Feature Tracking for Human–Robot Interaction
RoboticsHuman–Robot Interaction (HRI) depends on robust perception systems that enable intuitive and seamless interaction between humans and robots. This work introduces a multi-view perception framework designed for HRI, incorporating object detection and ...
Chaitanya Bandi, Ulrike Thomas
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Cascaded 3D Full-body Pose Regression from Single Depth Image at 100 FPS
, 2018 There are increasing real-time live applications in virtual reality, where it plays an important role in capturing and retargetting 3D human pose. But it is still challenging to estimate accurate 3D pose from consumer imaging devices such as depth camera.
Su, Le, Xia, Shihong, Zhang, Zihao
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Advances in Multimedia, 2022 Aiming at the problem that traditional human motion pose estimation methods cannot accurately capture and estimate the movement changes of children dancers, a hierarchical dance pose estimation method for children based on sequence multiscale feature ...
Yanan Qin, Tao Huang, Guanzhen Tang
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Pose for Action - Action for Pose
, 2017 In this work we propose to utilize information about human actions to improve pose estimation in monocular videos. To this end, we present a pictorial structure model that exploits high-level information about activities to incorporate higher-order part ...
Gall, Juergen +2 more
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Survey on Two-Dimensional Human Pose Estimation of Deep Learning
Jisuanji kexue yu tansuo, 2021 In recent years, as a hot spot in the field of computer vision, human pose estimation has broad application prospects in video surveillance, human-computer interaction, and intelligent campus.
ZHOU Yan, LIU Ziqin, ZENG Fanzhi, ZHOU Yuexia, CHEN Jiawen, LUO Yue
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Learning Feature Pyramids for Human Pose Estimation
, 2017 Articulated human pose estimation is a fundamental yet challenging task in computer vision. The difficulty is particularly pronounced in scale variations of human body parts when camera view changes or severe foreshortening happens.
Li, Hongsheng +4 more
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