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Francesco Camastra#Alessandro Vinciarelli:

Machine Learning for Audio, Image and Video Analysis - neues Buch

2010, ISBN: 9781849966993

Machine Learning involves several scientific domains including mathematics, computer science, statistics and biology, and is an approach that enables computers to automatically learn from… Mehr…

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Francesco Camastra#Alessandro Vinciarelli:

Machine Learning for Audio, Image and Video Analysis - neues Buch

ISBN: 9781849966993

Machine Learning involves several scientific domains including mathematics, computer science, statistics and biology, and is an approach that enables computers to automatically learn from… Mehr…

  - No. 25606510 Versandkosten:, Versandfertig in 2 - 3 Wochen, DE (EUR 0.00)
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Machine Learning for Audio, Image and Video Analysis: Theory and Applications (Advanced Information and Knowledge Processing) - Francesco Camastra, Alessandro Vinciarelli
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Machine Learning for Audio, Image and Video Analysis: Theory and Applications (Advanced Information and Knowledge Processing) - Taschenbuch

2010

ISBN: 1849966990

[SR: 6265724], Paperback, [EAN: 9781849966993], Springer London, Springer London, Book, [PU: Springer London], 2010-08-03, Springer London, Machine Learning for Audio, Image and Video Ana… Mehr…

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

2010, ISBN: 1849966990

[SR: 6265724], Paperback, [EAN: 9781849966993], Springer London, Springer London, Book, [PU: Springer London], 2010-08-03, Springer London, Machine Learning for Audio, Image and Video Ana… Mehr…

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Francesco Camastra; Alessandro Vinciarelli:
Machine Learning for Audio, Image and Video Analysis - Taschenbuch

2010, ISBN: 9781849966993

Theory and Applications, 1st ed. Softcover of orig. ed. 2008, Softcover, Buch, [PU: Springer London Ltd]

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Bibliographische Daten des bestpassenden Buches

Details zum Buch
Machine Learning for Audio, Image and Video Analysis

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.

Detailangaben zum Buch - Machine Learning for Audio, Image and Video Analysis


EAN (ISBN-13): 9781849966993
ISBN (ISBN-10): 1849966990
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Springer-Verlag GmbH
512 Seiten
Gewicht: 0,766 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2012-01-20T00:32:42+01:00 (Zurich)
Detailseite zuletzt geändert am 2018-04-19T17:17:27+02:00 (Zurich)
ISBN/EAN: 1849966990

ISBN - alternative Schreibweisen:
1-84996-699-0, 978-1-84996-699-3
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: vinci
Titel des Buches: image information, learning processing, video analysis, machine learning


Daten vom Verlag:

Autor/in: Francesco Camastra
Titel: Advanced Information and Knowledge Processing; Machine Learning for Audio, Image and Video Analysis - Theory and Applications
Verlag: Springer; Springer London
494 Seiten
Erscheinungsjahr: 2010-10-22
London; GB
Gedruckt / Hergestellt in Großbritannien.
Gewicht: 0,777 kg
Sprache: Englisch
106,65 € (DE)

BC; Previously published in hardcover; Hardcover, Softcover / Informatik, EDV/Anwendungs-Software; Künstliche Intelligenz; cognition; MPEG; Hidden Markov methods; Ensemble methods; Classification; verification; Speech and handwriting recognition; machine learning; kernel method; HSV; Kernel methods; Face verification; MP3; learning; Clustering; B; Artificial Intelligence (incl. Robotics); Computer Science; Pattern Recognition; Image Processing and Computer Vision; Multimedia Information Systems; Robotik; Mustererkennung; Bildverarbeitung; Maschinelles Sehen, Bildverstehen; Grafische und digitale Media-Anwendungen; SA

From Perception to Computation.- Audio Acquisition, Representation and Storage.- Image and Video Acquisition, Representation and Storage.- Machine Learning.- Machine Learning.- Bayesian Theory of Decision.- Clustering Methods.- Foundations of Statistical Learning and Model Selection.- Supervised Neural Networks and Ensemble Methods.- Kernel Methods.- Markovian Models for Sequential Data.- Feature Extraction Methods and Manifold Learning Methods.- Applications.- Speech and Handwriting Recognition.- Automatic Face Recognition.- Video Segmentation and Keyframe Extraction.

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