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检索条件"机构=Chair for Computer Vision and Machine Learning"
7 条 记 录,以下是1-10 订阅
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Efficient 2D to Full 3D Human Pose Uplifting including Joint Rotations
arXiv
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arXiv 2025年
作者: Ludwig, Katja Oksymets, Yuliia Schön, Robin Kienzle, Daniel Lienhart, Rainer Chair for Machine Learning & Computer Vision University of Augsburg Germany
In sports analytics, accurately capturing both the 3D locations and rotations of body joints is essential for understanding an athlete’s biomechanics. While Human Mesh Recovery (HMR) models can estimate joint rotatio... 详细信息
来源: 评论
Impact of Pseudo Depth on Open World Object Segmentation with Minimal User Guidance
Impact of Pseudo Depth on Open World Object Segmentation wit...
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IEEE computer Society Conference on computer vision and Pattern Recognition Workshops (CVPRW)
作者: Robin Schön Katja Ludwig Rainer Lienhart Chair for Machine Learning and Computer Vision University of Augsburg
Pseudo depth maps are depth map predicitions which are used as ground truth during training. In this paper we leverage pseudo depth maps in order to segment objects of classes that have never been seen during training...
来源: 评论
All Keypoints You Need: Detecting Arbitrary Keypoints on the Body of Triple, High, and Long Jump Athletes
All Keypoints You Need: Detecting Arbitrary Keypoints on the...
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IEEE computer Society Conference on computer vision and Pattern Recognition Workshops (CVPRW)
作者: Katja Ludwig Julian Lorenz Robin Schön Rainer Lienhart Chair for Machine Learning and Computer Vision University of Augsburg
Performance analyses based on videos are commonly used by coaches of athletes in various sports disciplines. In individual sports, these analyses mainly comprise the body posture. This paper focuses on the disciplines...
来源: 评论
Leveraging Anthropometric Measurements to Improve Human Mesh Estimation and Ensure Consistent Body Shapes
arXiv
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arXiv 2024年
作者: Ludwig, Katja Lorenz, Julian Kienzle, Daniel Bui, Tuan Lienhart, Rainer Chair for Machine Learning & Computer Vision University of Augsburg Germany
The basic body shape (i.e., the body shape in T-pose) of a person does not change within a single video. However, most SOTA human mesh estimation (HME) models output a slightly different, thus inconsistent basic body ... 详细信息
来源: 评论
All Keypoints You Need: Detecting Arbitrary Keypoints on the Body of Triple, High, and Long Jump Athletes
arXiv
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arXiv 2023年
作者: Ludwig, Katja Lorenz, Julian Schön, Robin Lienhart, Rainer Chair for Machine Learning and Computer Vision University of Augsburg Germany
Performance analyses based on videos are commonly used by coaches of athletes in various sports disciplines. In individual sports, these analyses mainly comprise the body posture. This paper focuses on the disciplines... 详细信息
来源: 评论
New Parameters to Monitor Rehabilitation after Tibial Fractures Based on Ground-Reaction Forces Enable Assessment of Heavily Altered Gait
SSRN
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SSRN 2024年
作者: Wolff, Christian Warmerdam, Elke Dahmen, Tim Pohlemann, Tim Slusallek, Philipp Ganse, Bergita Saarbrücken Germany Saarbrücken Graduate School of Computer Science Germany Departments and Institutes of Surgery Saarland University Homburg Germany Chair for Computer Vision and Machine Learning Hochschule Aalen Aalen Germany Department of Trauma Hand and Reconstructive Surgery Departments and Institutes of Surgery Saarland University Homburg Germany
Background and Objective: Instrumented insoles have created new opportunities for patient monitoring. As the shape of the ground-reaction force curve during the stance phase is altered in patients after lower-extremit... 详细信息
来源: 评论
Novel ground reaction force-based parameters for monitoring rehabilitation in tibial fractures
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Gait & Posture 2024年 113卷 256-257页
作者: Christian Wolff Elke Warmerdam Tim Dahmen Tim Pohlemann Philipp Slusallek Bergita Ganse German Research Center for Artificial Intelligence Agents and Simulated Reality Saarbrücken Germany Saarland University Saarbrücken Graduate School of Computer Science Saarbrücken Germany Saarland University Werner Siemens-Endowed Chair for Innovative Implant Development Fracture Healing- Departments and Institutes of Surgery Homburg Germany Hochschule Aalen Chair for Computer Vision and Machine Learning Aalen Germany Saarland University Department of Trauma- Hand and Reconstructive Surgery- Departments and Institutes of Surgery Homburg Germany
来源: 评论