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Singular Value Decomposition In Image Noise Filtering And Reconstruction, Tsegaselassie Workalemahu
Singular Value Decomposition In Image Noise Filtering And Reconstruction, Tsegaselassie Workalemahu
Mathematics Theses
The Singular Value Decomposition (SVD) has many applications in image processing. The SVD can be used to restore a corrupted image by separating significant information from the noise in the image data set. This thesis outlines broad applications that address current problems in digital image processing. In conjunction with SVD filtering, image compression using the SVD is discussed, including the process of reconstructing or estimating a rank reduced matrix representing the compressed image. Numerical plots and error measurement calculations are used to compare results of the two SVD image restoration techniques, as well as SVD image compression. The filtering methods …