Browsing Department of Electrical and Electronic Engineering by Author "Ahmed, Junaid"

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Coupled K-SVD Dictionary Learning for Single Image Super-Resolution in Wavelet Domain

Ahmed, Junaid (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2015-08)

This thesis introduces coupled K-Singular Value Decomposition (K-SVD) algorithm in wavelet domain for Single Image Super-Resolution (SISR). In the coupled K-SVD the best low-rank approximation given by the SVD is implemented ...