Single-image blind motion deblurring : Bridging blur formation models with data-driven learning.

This thesis addresses the challenging, ill-posed problem of motion deblurring, a prevalent source of image degradation affecting numerous applications, such as photography, medical imaging, and robotics. Current state-of-the-art deep learning-based deblurring networks, while demonstrating impressive...

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Bibliographic Details

Main Author:	Carbajal, Guillermo (author)
Format:	doctoralThesis
Language:	English
Published:	2025
Subjects:	Computer vision Image processing Deep learning Image restoration Non-uniform motion kernel estimation Kernel prediction networks Motion deblurring Non-uniform blur Synthetic dataset Camera shake blur
Online Access:	https://hdl.handle.net/20.500.12008/49934
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