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Book synopsis

Presents the theory and algorithmic considerations in using sparse models for image understanding and computer vision applications. To this end, algorithms for obtaining sparse representations and their performance guarantees are discussed. Approaches for designing overcomplete, data-adapted dictionaries to model natural images are also described.

Book details

Book category Books in English Technology, engineering, agriculture Other technologies & applied sciences Applied optics

• Full title: Image Understanding Using Sparse Representations
• Author: Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Pavan K. Turaga, Andreas Spanias
• Language: English
• Binding: Paperback
• Number of pages: 118
• EAN: 9781627053594
• ISBN: 9781627053594
• ID: 08827737
• Publisher: Morgan & Claypool Publishers
• Weight: 235 g
• Dimensions: 235 × 187 × 6 mm
• Date of publishing: 01. April 2014

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