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Robust and Efficient 3-D Optical Flow Computing Framework

Language EnglishEnglish
Book Paperback
Book Robust and Efficient 3-D Optical Flow Computing Framework Chang-Ming Tsai
Libristo code: 06825621
Publishers VDM Verlag, July 2009
This book presents a framework that improves the §robustness and accuracy§in computing dense optical... Full description
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This book presents a framework that improves the §robustness and accuracy§in computing dense optical-flow fields. We propose §a global formulation§with a regularization term that can handle the 3D §flow patterns, such as rotation, zoom, and their §combinations, §induced by a 3D rigid-body motion. §§The movitation of this book is that the traditional§optical flow regularizers incorrectly penalize the §above 3D flow patterns and§result in biased estimates. Hence, the purpose of §this work is to derive a new suite of regularization §expressions that treat all valid flow patterns §resulting from a 3D rigid-body §motion equally, without unfairly penalizing any of them. §§Furthermore, we §develop a framework of optical flow computation and §flow model inference §method. The proposed framework can fully utilize the §power of the proposed §3D rigid body motion regularizers. The proposed §framework is well suited for implementing §real-time and high accuracy image and video §processing applications.

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About the book

Full name Robust and Efficient 3-D Optical Flow Computing Framework
Language English
Binding Book - Paperback
Date of issue 2009
Number of pages 152
EAN 9783639173000
ISBN 3639173007
Libristo code 06825621
Publishers VDM Verlag
Weight 231
Dimensions 152 x 229 x 9
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