Title:
Machine learning for audio, image and video analysis : theory and applications
Personal Author:
Series:
Advanced information and knowledge processing
Publication Information:
London : Springer-Verlag, 2008
Physical Description:
xvi, 494 p. : ill. ; 24 cm.
ISBN:
9781848000063
Subject Term:
Added Author:
Available:*
Library | Item Barcode | Call Number | Material Type | Item Category 1 | Status |
|---|---|---|---|---|---|
Searching... | 30000010176214 | Q325.5 C35 2008 | Open Access Book | Book | Searching... |
On Order
Summary
Summary
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.
