Machine Learning for Audio, Image and Video Analysis: Theory and Applications 2015 Edition Contributor(s): Camastra, Francesco (Author), Vinciarelli, Alessandro (Author) |
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ISBN: 1447167341 ISBN-13: 9781447167341 Publisher: Springer OUR PRICE: $94.99 Product Type: Hardcover - Other Formats Published: August 2015 |
Additional Information |
BISAC Categories: - Computers | Computer Vision & Pattern Recognition - Computers | Interactive & Multimedia - Computers | Image Processing |
Dewey: 006.31 |
Series: Advanced Information and Knowledge Processing |
Physical Information: 1.25" H x 6.14" W x 9.21" (2.17 lbs) 561 pages |
Descriptions, Reviews, Etc. |
Publisher Description: This second edition focuses on audio, image and video data, the three main types of input that machines deal with when interacting with the real world. A set of appendices provides the reader with self-contained introductions to the mathematical background necessary to read the book. Machine Learning for Audio, Image and Video Analysis is suitable for students to acquire a solid background in machine learning as well as for practitioners to deepen their knowledge of the state-of-the-art. All application chapters are based on publicly available data and free software packages, thus allowing readers to replicate the experiments. |