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SeungjunNah / DeepDeblur_release

Deep Multi-scale CNN for Dynamic Scene Deblurring
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Hi！Can this method be used for defocused images? #46

Closed nwpuqyj closed 4 years ago

nwpuqyj commented 4 years ago

Thank you for your code! I have some problems: 1.I notice that this method is kernel-free method.In theory, if there is a dataset of defocused images, can this method be used for defocused images? 2.A lot of work is tested on the GOPRO dataset. Does the GOPRO dataset have defocused images and corresponding sharp images?

SeungjunNah commented 4 years ago

Dear @nwpuqyj,

This method is mainly designed for motion blurs. There's no explicit limitation in theory, but the trained dataset contains motion blur only and no defocus blur.

When I tested the method to defocused images, it worked somehow on lightly defocused images, but not satisfactorily on heavily defocused images.