Image Understanding Using Sparse Representations

by Jayaraman J. Thiagarajan

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...

• Format: Paperback
• Language: English
• ISBN: 3031011228
• ISBN13: 9783031011221
• Release Date: April 2014
• Publisher: Springer
• Length: 106 Pages
• Weight: 0.48 lbs.
• Dimensions: 0.3" x 7.5" x 9.3"