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Carte Data-Driven Optimization for Modeling in Computer Graphics and Vision Lap-Fai Yu

Data-Driven Optimization for Modeling in Computer Graphics and Vision

Functionality Modeling, Reasoning and Beyond

Autor: Lap-Fai Yu
Limbă: engleză
Legare: Carte broșată
Editura: Scholars' Press
Disponibilitate: În depozitul extern
Expediem în 8-11 zile
382.76 lei
In view of the immense and rapidly increasing quantity of user-created 3D content and real-world sce...

Informații despre carte

Autor
Lap-Fai Yu
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2014
Pagini
204
EAN
9783639705744
ISBN
3639705742
Enbook ID
07161484
Editura
Scholars' Press
Greutate
314
Dimensiuni
228 x 154 x 18

Descriere completă

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.

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