Machine Learning In Computer Vision rar (1402032749)

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Machine Learning in Computer Vision By Nicu Sebe, Ira Cohen, Ashutosh Garg, Thomas S. Huang

The goal of this book is to address the use of several important machine learning techniques into computer vision applications. An innovative combination of computer vision and machine learning techniques has the promise of advancing the field of computer vision, which contributes to better understanding of complex real-world applications. The effective usage of machine learning technology in real-world computer vision problems requires understanding the domain of application, abstraction of a learning problem from a given computer vision task, and the selection of appropriate representations for the learnable (input) and learned (internal) entities of the system.

In this book, we address all these important aspects from a new perspective: that the key element in the current computer revolution is the use of machine learning to capture the variations in visual appearance, rather than having the designer of the model accomplish this. As a bonus, models learned from large datasets are likely to be more robust and more realistic than the brittle all-design models.

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	Technical Machine Learning in Computer Vision (Computational Imaging and Vision) Author: Nicu Sebe, Ira Cohen, Ashutosh Garg, Thomas S. HuangPublisher: SpringerPublish Date: 05 August, 2005ISBN: 1402032749
	Machine Learning in Computer Vision
	Technical Machine Learning in Computer Vision The goal of this book is to address the use of several important machine learning techniques into computer vision applications. An innovative combination of computer vision and machine learning techniques has the promise of advancing the fi ...
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	Technical Computer Vision - ACCV 2007: 8th Asian Conference on Computer Vision, Tokyo, Japan, November 18-22, 2007, Proceedings, Part II (Lecture Notes in Computer ... Vision, Pattern Recognition, and Graphics) ISBN: 3540763899 Publisher: Springer Author: Description:The two volume set LNCS 4843 and LNCS 4844 constitutes the refereed proceedings of the 8th Asian Conference on Computer Vision, ACCV 2007, held in Tokyo, Japan, in November 2007. The ...

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