Pattern detection and recognition using over-complete and sparse representations

Recent research in harmonic analysis and mammalian vision systems has revealed that over-complete and sparse representations play an important role in visual information processing. The research on applying such representations to pattern recognition and detection problems has become an interesting...

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Bibliographic Details
Main Author: Pan, Wumo
Format: Others
Published: 2009
Online Access:http://spectrum.library.concordia.ca/976578/1/NR63351.pdf
Pan, Wumo <http://spectrum.library.concordia.ca/view/creators/Pan=3AWumo=3A=3A.html> (2009) Pattern detection and recognition using over-complete and sparse representations. PhD thesis, Concordia University.