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Data-Driven Optimization for Modeling in Computer Graphics and Vision

Name: Data-Driven Optimization for Modeling in Computer Graphics and Vision
Brand: Scholars' Press
SKU: 9783639705744
Price: 1571 CZK
Availability: InStock

Functionality Modeling, Reasoning and Beyond

Autor: Lap-Fai Yu

Jazyk:

Vazba: Brožovaná

Vydavatel: Scholars' Press

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

1 571 Kč

In view of the immense and rapidly increasing quantity of user-created 3D content and real-world sce...

Informace o knize

Autor

Lap-Fai Yu

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2014

Stránek

204

EAN

9783639705744

ISBN

3639705742

Enbook ID

07161484

Vydavatel

Scholars' Press

Hmotnost

314

Rozměry

228 x 154 x 18

Kompletní popis

In view of the immense and rapidly increasing quantity of user-created 3D content and real-world scene data publicly available on the internet, as well as the widespread popularity of data acquisition devices such as low-cost depth cameras, it has become convenient to acquire or access data that can potentially be utilized for modeling. In this book, we explore how data-driven optimization can be adapted to the essential tasks of functionality modeling and reasoning. We first discuss the conceptual innovations inherent to model synthesis through data-driven optimization, along with the advantages of and considerations in its application. We then tackle various challenging functionality modeling and reasoning problems within our novel framework. In the context of computer graphics, we devise data-driven optimization methods for virtual world modeling and virtual character modeling. In the context of computer vision, we devise data-driven optimization methods for 3D surface reconstruction from images.