| Machine Learning for Audio, Image and Video Analysis: Theory and Applications (Advanced Information and Knowledge Processing) |  | Authors: Francesco Camastra, Alessandro Vinciarelli
Publisher: Springer
Category: Book
List Price: $139.00
Buy New: $100.79
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Sales Rank: 2,784,351
Languages: English (Unknown), English (Original Language), English (Published)
Media: Hardcover
Edition: 1st Edition.
Pages: 512
Number Of Items: 1
Shipping Weight (lbs): 2
Dimensions (in): 9.2 x 6.1 x 1.1
ISBN: 1848000065
EAN: 9781848000063
ASIN: 1848000065
Publication Date: December 4, 2007
Availability: Usually ships in 1-2 business days
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Product Description
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.
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