Title: Image Understanding using Sparse Representations (Synthesis Lectures on Image, Video, and Multimedia Processing)
Publisher: Springer
Publication Date: 2014
Language: English
ISBN 10: 3031011228
ISBN 13: 9783031011221
Binding: Soft cover
Condition: New

About this title

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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