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Good Regions to Deblur
Published on Nov 12, 20124146 Views
The goal of single image deblurring is to recover both a latent clear image and an underlying blur kernel from one input blurred image. Recent works focus on exploiting natural image priors or additio
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Chapter list
Good Regions to Deblur00:00
Image Blur00:03
Uniform Image Blur Model (1)00:24
Uniform Image Blur Model (2)00:46
Related Work01:18
Motivation (1)01:30
Motivation (2)01:56
Motivation (3)02:40
Motivation (4)02:48
Motivation (5)03:07
Motivation (6)03:19
Learning Model (1)03:46
Learning Model (2)04:29
Learning Framework (1)04:57
Learning Framework (2)05:16
Feature Vector05:38
Kernel Similarity Metric06:00
Parameter Learning06:38
Training Data06:51
Inference07:15
Experiments07:35
Experimental Results (1)08:02
Experimental Results (2)08:40
Experimental Results (3)08:59
Experimental Results (4)09:16
Experimental Results (5)09:28
Experimental Results (6)09:38
Results Using Top Ten Subwindows (1)09:52
Results Using Top Ten Subwindows (2)10:10
Quantitative Comparison10:34
Concluding Remarks11:07