Algorithms and System Aspects for Automatic Face Analysis

Name: Algorithms and System Aspects for Automatic Face Analysis
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838103662
Price: 383.67 RON
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Autor: Ronald Müller

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Editura: Sudwestdeutscher Verlag Fur Hochschulschriften AG

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This book gives an insight in the structure and the§scientific algorithms of a system designed for t...

Informații despre carte

Autor

Ronald Müller

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2009

Pagini

168

EAN

9783838103662

ISBN

3838103661

Enbook ID

06958194

Editura

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Greutate

231

Dimensiuni

152 x 229 x 9

Descriere completă

This book gives an insight in the structure and the§scientific algorithms of a system designed for the§automatic analysis of human faces. Thereby, Face§Analysis addresses the goal to extract as much§abstract information as possible from a face. The§applied methods base on a statistical modeling of the§appearance of a face mainly determined by its shape§and texture. During the analysis of a human face§within a video or a picture, the appearance model is§used to re-synthesize this face as optimal as§possible. Various optimizations and modifications on§several steps of the basic algorithm are described§herein. The task not only fights the challenge of§most accurate face analysis, but also the§difficulties of building up an integrated, fully§automatic software system which provides a high§computational efficiency plus techniques for the§extensive exploitation of modern standard hardware.§The evaluations compare the different developed§algorithms with respect to the quality of the§re-synthesized face, computational complexity, and§pattern recognition tasks, such as the determination§of e.g. the gender, age, head pose, and facial§expression of a person.

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Algorithms and System Aspects for Automatic Face Analysis

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