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3D Human Pose Estimation Using WiFi Signals
Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, 2021This paper presents GoPose, a 3D skeleton-based human pose estimation system that uses commodity WiFi devices at home. Our system leverages the WiFi signals reflected off the human body for 3D pose estimation. In contrast to prior systems that need dedicated sensors, our system does not require a user to wear any sensors and can reuse the WiFi devices ...
Yili Ren +5 more
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3D human pose estimation by depth map
The Visual Computer, 2019We present a new approach for 3D human pose estimation from a single image. State-of-the-art methods for 3D pose estimation have focused on predicting a full-body pose of a single person and have not given enough attention to the challenges in application: incompleteness of body pose and existence of multiple persons in image.
Jianzhai Wu +4 more
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Coarse-to-Fine 3D Human Pose Estimation
2019Leveraging powerful deep convolutional networks, 2d human pose estimation has achieved great success. On the other hand, 3d human pose estimation is still a challenging task that attracts great attention. Due to the inherent depth ambiguity in 2d to 3d mapping, conventional methods are typically not able to predict 3d locations precisely, especially ...
Yu Guo +3 more
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Transformer-Based Weakly Supervised 3d Human Pose Estimation
Journal of Visual Communication and Image Representation, 2023Xiao-guang Wu +6 more
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Pose ResNet: A 3D human pose estimation network model
2023 2nd International Conference on Big Data, Information and Computer Network (BDICN), 2023Wenxia Bao +4 more
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Recent Advances of Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective
ACM Computing Surveys, 2023Wu Liu, Qian Bao, Tao Mei
exaly
AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023Hao-Shu Fang, Jiefeng Li, Yuliang Xiu
exaly
Recurrent Transformer for 3D Human Pose Estimation
2023 4th International Conference on Big Data & Artificial Intelligence & Software Engineering (ICBASE), 2023Guang Cheng, Yan Huang, Bing Yu
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EfficientPose: Efficient human pose estimation with neural architecture search
Computational Visual Media, 2021Jiemin Fang, Xinggang Wang, Wenyu Liu
exaly

