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Data-Driven Image Restoration

Anwar, Saeed


Every day many images are taken by digital cameras, and people are demanding visually accurate and pleasing result. Noise and blur degrade images captured by modern cameras, and high-level vision tasks (such as segmentation, recognition, and tracking) require high-quality images. Therefore, image restoration specifically, image deblurring and image denoising is a critical preprocessing step. A fundamental problem in image deblurring is to recover...[Show more]

CollectionsOpen Access Theses
Date published: 2018
Type: Thesis (PhD)
DOI: 10.25911/5d611ffe7c86e


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