Machine Learning for Audio, Image and Video Analysis: Theory and Applications (Advanced Information and Knowledge Processing) Camastra, Francesco and Vinciarelli, Alessandro

Francesco Camastra

ISBN 10: 1848000065 / ISBN 13: 9781848000063

Edité par Springer, 2007

A propos de cet article

2008 like new hardcover copy. intact.

N° de réf. du vendeur WAWA-048-09-22-2022

Détails bibliographiques

• Titre: Machine Learning for Audio, Image and Video Analysis: Theory and Applications (Advanced Information and Knowledge Processing) Camastra, Francesco and Vinciarelli, Alessandro
• Éditeur: Springer
• Date de parution: 2007
• Langue: anglais
• ISBN à 10 chiffres: 1848000065
• ISBN à 13 chiffres: 9781848000063
• Reliure: hardcover
• État de l'article: Very Good
• Poids: 31 onces

A propos de ce titre

Synopsis

Focusing on complex media and how to convert raw data into useful information, this book offers both introductory and advanced material in the combined fields of machine learning and image/video processing. It is organized into three parts. The first focuses on technical aspects, basic mathematical notions and elementary machine learning techniques. The second provides an extensive survey of most relevant machine learning techniques for media processing. The third focuses on applications and shows how techniques are applied in actual problems. Examples and problems are based on data and software packages publicly available on the web.