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Ein Fenster zu Gotthelfs Werk und Zeit. Die historisch-kritische Jeremias Gotthelf-Edition richtet sich an ein breites Publikum ...
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Estimating shape and pose from images ...
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Abstract:
This thesis is set in the field of pose and shape estimation of articulated objects from image observations. With the recent shift in paradigm towards deep learning also the methods for pose estimation evolved from optimizing object models in a tracking fashion, towards powerful discriminative algorithms that make frame independent estimation possible. This directional change has introduced new challenges, such as the need for good training data to supervise deep learning methods. This thesis tackles some of the challenges and proposes ways to provide training data for discriminative methods or to extend existing data sources towards new settings. First, the use of synthetic data is explored in the scope of hand pose estimation. An architecture for 3D hand pose estimation from a single image is proposed that, trained on the synthetic dataset, achieved state of the art in pose estimation and allowed surpassing previous approaches on sign language recognition. Second, existing RGB datasets are leveraged to ...
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Keyword:
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URL: https://freidok.uni-freiburg.de/data/174719 https://dx.doi.org/10.6094/unifr/174719
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Learning to Estimate 3D Hand Pose from Single RGB Images ...
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Das Idiotikon: Schlüssel zu unserer sprachlichen Identität und mehr : [Frühjahrstagung der Schweizerischen Akademie der Geistes- und Sozialwissenschaften Zürich, 24. April 2008] = L' Idiotikon: une clé pour notre identité linguistique, voire plus
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BDSL
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BLLDB
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UB Frankfurt Linguistik
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