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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Format: | Doctoral Thesis |
Language: | English |
Published: |
2013
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Online Access: | http://hdl.handle.net/2286/R.I.16472 |