Kniha Robust and Efficient 3-D Optical Flow Computing Framework Chang-Ming Tsai

Robust and Efficient 3-D Optical Flow Computing Framework

Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: VDM Verlag
Dostupnosť: U vydavateľa na objednávku
Odosielame za 17-27 dní
58.12
This book presents a framework that improves the §robustness and accuracy§in computing dense optical...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2009
Stránok
152
EAN
9783639173000
ISBN
3639173007
Enbook ID
06825621
Vydavateľ
Hmotnosť
231
Rozmery
152 x 229 x 9

Kompletný 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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