Title: Image Understanding using Sparse Representations (Synthesis Lectures on Image, Video, and Multimedia Processing)
Publisher: Morgan & Claypool Publishers
Publication Date: 2014
Language: English
ISBN 10: 162705359X
ISBN 13: 9781627053594
Binding: paperback
Condition: Very Good

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Synopsis

Image understanding has been playing an increasingly crucial role in several inverse problems and computer vision. Sparse models form an important component in image understanding, since they emulate the activity of neural receptors in the primary visual cortex of the human brain. Sparse methods have been utilized in several learning problems because of their ability to provide parsimonious, interpretable, and efficient models. Exploiting the sparsity of natural signals has led...

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