Machine learning for audio, image and video analysis : theory and applications / Francesco Camastra [and] Alessandro Vinciarelli

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Title	Machine learning for audio, image and video analysis : theory and applications / Francesco Camastra [and] Alessandro Vinciarelli
LC Call #	QA325.5 C36 2015
Author	Camastra, Francesco
Added Author	Vinciarelli, Alessandro
Edition	2nd ed.
Content	Introduction
	Audio Acquisition, Representation and Storage
	Image and Video Acquisition, Representation and Storage
	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
	Speech and Handwriting Recognition
	Automatic Face Recognition
	Video Segmentation and Keyframe Extraction
	Real-Time Hand Pose Recognition
	Automatic Personality Perception
Subject	Machine leaning
	Pattern recognition systems
	Image analysis
ISBN	978-144-716-734-1
	978-1-4471-6735-8 (eBook)
Published/Created	London : Springer-Verlag, 2015.

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	Barcode	CallNo	Collection	Branch	Location	Status
	33002000092210	QA325.5 C36 2015	Book	PSU Phuket Campus Library	Foreign Book (2nd Fl.)	Available

Library	Ordered Date	Copies	Status
PSU Phuket Campus Library	24 Apr 2018	1	Completely Received

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