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Browsing 02 Faculty of Engineering by Subject "Image Analysis"

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A CNN Based Single Image Super-Resolution Using Residual Networks With Non-Local Multiple Image Phases

Al-Qaseem, Al- Khattab Ali Y. (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2022-02)

Image-super resolution is a fast-growing research field that has been enhanced by the introduction of deep learning methods that achieved greater results and performance. Convolutional deep networks that utilize ...
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 ...
Single Image Super-Resolution Based on Sparse Representation Via Structurally Directional Dictionaries in Wavelet Domain

Abar, Elham (Eastern Mediterranean University (EMU) - Doğu Akdeniz Üniversitesi (DAÜ), 2014-01)

The main aim of super-resolution is reconstructing a higher resolution image by combining a set of lower resolution images (classical approach) or from a single image. In this thesis a framework on Single Image Super-Resolution ...
Wavelet Based Face Recognition in the Presence of Illumination Variation

Ferdosipour, Pooya (Eastern Mediterranean University EMU - Doğu Akdeniz Üniversitesi (DAÜ), 2016-01)

As a context of biometrics, significant advances have been made in face recognition during the recent decades. Face recognition is one of the most successful applications of image analysis. The accuracy of automated face ...