Showing eess.IVShow all
2 papers · 1 filter
eess.IV2024
Estimation of non-uniform motion blur using a patch-based regression convolutional neural network (CNN)
Luis G. Varela, Laura E. Boucheron, Steven Sandoval +2
The non-uniform blur of atmospheric turbulence can be modeled as a superposition of linear motion blur kernels at a patch level. We propose a regression convolutional neural networ…
eess.IV2024
Estimation of motion blur kernel parameters using regression convolutional neural networks
Luis G. Varela, Laura E. Boucheron, Steven Sandoval +2
Many deblurring and blur kernel estimation methods use a maximum a posteriori (MAP) approach or deep learning-based classification techniques to sharpen an image and/or predict the…