Sparse Coding and Compressed Sensing: Locally Competitive Algorithms and Random Projections

For an 8-bit grayscale image patch of size n x n, the number of distinguishable signals is 256(n2). Natural images (e.g.,photographs of a natural scene) comprise a very small subset of these possible signals. Traditional image and video processing relies on band-limited or low-pass signal models....

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Bibliographic Details
Other Authors: Hahn, William E. (author)
Format: Others
Language:English
Published: Florida Atlantic University
Subjects:
Online Access:http://purl.flvc.org/fau/fd/FA00004713
http://purl.flvc.org/fau/fd/FA00004713