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: 61.23 EUR
Availability: InStock

Автор: Chang-Ming Tsai

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Налично при издателя, по поръчка

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

Информация за книгата

Автор

Chang-Ming Tsai

Език

Английски език

Корици

Книга - С меки корици

Издадена

2009

страници

152

EAN

9783639173000

ISBN

3639173007

Enbook ID

06825621

Издател

VDM Verlag

Теглоt

231

Размери

152 x 229 x 9

Пълно описание

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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