New Directions in Sparse Models for Image Analysis and Restoration

abstract: Effective modeling of high dimensional data is crucial in information processing and machine learning. Classical subspace methods have been very effective in such applications. However, over the past few decades, there has been considerable research towards the development of new modeling...

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Bibliographic Details
Other Authors: Natesan Ramamurthy, Karthikeyan (Author)
Format: Doctoral Thesis
Language:English
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/2286/R.I.16472