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Edge preserving smoothing with directional consistency
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Date
2007
Author
Sancar Yılmaz, Aysun
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Images may be degraded by some random error which is called noise. Noise may occur during image capture, transmission or processing and its elimination is achieved by smoothing filters. Linear smoothing filters blur the edges and edges are important characteristics of images and must be preserved. Various edge preserving smoothing filters are proposed in the literature. In this thesis, most common smoothing and edge preserving smoothing filters are discussed and a new method is proposed by modifying Ambrosio Tortorelli approximation of Mumford Shah Model. New method takes into edge direction consistency account and produces sharper results at comparable scales.
Subject Keywords
Computer Software.
URI
http://etd.lib.metu.edu.tr/upload/2/12608511/index.pdf
https://hdl.handle.net/11511/16927
Collections
Graduate School of Natural and Applied Sciences, Thesis
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A. Sancar Yılmaz, “Edge preserving smoothing with directional consistency,” M.S. - Master of Science, Middle East Technical University, 2007.