Robust and Efficient 3-D Optical Flow Computing Framework

Name: Robust and Efficient 3-D Optical Flow Computing Framework
Brand: VDM Verlag
SKU: 9783639173000
Price: 1407 CZK
Availability: InStock

Autor: Chang-Ming Tsai

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: U nakladatele na objednávku

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This book presents a framework that improves the §robustness and accuracy§in computing dense optical...

Informace o knize

Autor

Chang-Ming Tsai

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2009

Stránek

152

EAN

9783639173000

ISBN

3639173007

Enbook ID

06825621

Vydavatel

VDM Verlag

Hmotnost

231

Rozměry

152 x 229 x 9

Kompletní popis

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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Robust and Efficient 3-D Optical Flow Computing Framework

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