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Image Understanding using Sparse Representations (Synthesis Lectures on Image, Video, and Multimedia Processing)

Jayaraman J. Thiagarajan, Karthikeyan Natesan Ramamurthy, Pavan Turaga, Andreas Spanias




[PDF.ao97] Image Understanding using Sparse Representations (Synthesis Lectures on Image, Video, and Multimedia Processing)

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 | #3753200 in Books |  2014-04-01 | Original language:English | PDF # 1 |  9.25 x.27 x7.50l,.48 | File type: PDF | 118 pages

||About the Author|Lawrence Livermore National Laboratory

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 signa...

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