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Více informací o knize Robust and Efficient 3-D Optical Flow Computing Framework

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Information technology: general issues

• Plný název: Robust and Efficient 3-D Optical Flow Computing Framework
• Autor: Chang-Ming Tsai
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 152
• EAN: 9783639173000
• ISBN: 3639173007
• ID: 06825621
• Nakladatelství: VDM Verlag
• Hmotnost: 231 g
• Rozměry: 229 × 152 × 9 mm
• Datum vydání: 05. July 2009

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