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Title:
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3D hand reconstruction from RGB-D/RGB video frames in real-time
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Author:
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Toda Mas, Aleix
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Other authors:
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Universitat Politècnica de Catalunya; École polytechnique fédérale de Lausanne |
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Abstract:
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We present a pipeline able to extract 3D real-world measurements from RGB-D images with high accuracy in real-time. A new method bottom-up multi-person for hand-body pose detection evolved from OpenPifPaf has been presented. Two novel training strategies using multiple datasets are presented. |
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Subject(s):
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-Àrees temàtiques de la UPC::Informàtica
-Machine learning
-Computer vision
-Artificial intelligence
-Video recording
-hand pose
-body pose
-openpifpaf
-openpose
-3d reconstruction
-depth images
-RGB-D
-context understanding
-point cloud
-background subtraction
-ring size
-finger width measurement
-3d measurement
-real-time
-point cloud library
-bottom-up hand pose
-multi-person hand pose
-multi-person pose
-Aprenentatge automàtic
-Visió per ordinador
-Intel·ligència artificial
-Vídeo |
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Rights:
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Document type:
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Research/Master Thesis |
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Published by:
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Universitat Politècnica de Catalunya
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