Please use this identifier to cite or link to this item:
http://hdl.handle.net/10603/484797
Title: | Image denoising using sparse and over complete representations |
Researcher: | Deka, Bhabesh |
Guide(s): | Bora, Prabin Kumar |
Keywords: | Engineering Engineering and Technology Engineering Electrical and Electronic |
University: | Indian Institute of Technology Guwahati |
Completed Date: | 2011 |
Abstract: | An image is corrupted by noise during its acquisition transmission or storage Noise degrades the image quality and interpretability The aim of image denoising is to remove the distortion resulted by the noise while keeping the detail features in the image intact The sparse denoising methods represent a class of denoising algorithms based on the principle that a natural signal like the image is sparse over some basis set but the noise is not This has led to the widespread application of thes |
Pagination: | Not Available |
URI: | http://hdl.handle.net/10603/484797 |
Appears in Departments: | DEPARTMENT OF ELECTRONICS AND ELECTRICAL ENGINEERING |
Files in This Item:
File | Description | Size | Format | |
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01_fulltext.pdf | Attached File | 9.32 MB | Adobe PDF | View/Open |
04_abstract.pdf | 167.57 kB | Adobe PDF | View/Open | |
80_recommendation.pdf | 273.29 kB | Adobe PDF | View/Open |
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