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Fast Non-uniform Deblurring using Constrained Camera Pose Subspace
Published on Oct 09, 20123329 Views
Camera shake during exposure time often results in non-uniform blur across the entire image. Recent algorithms model the non-uniform blurry image as a linear combination of images observed by the ca
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Chapter list
Fast Non-uniform Deblurring using Constrained Camera Pose Subspace00:00
Non-uniform Image Deblurring00:15
Non-uniform Deblurring Algorithms01:05
Problem Formulation01:41
Discretized Formulation02:24
Main Challenges03:11
Main Steps (1)03:52
1. Initialization04:11
Initialization Using Backprojection (1)04:39
Initialization Using Backprojection (2)05:16
Initialization06:04
Initialization Using Backprojection (3)06:37
Initialization Using Backprojection (4)07:00
Initialization Using Backprojection (5)07:30
Initialization Using Backprojection (6)08:10
Initialization Using Backprojection (7)08:19
Initialization Using Backprojection (8)08:21
Initialization Using Backprojection (9)08:22
Initialization Using Backprojection (10)08:48
Main steps (2)09:29
2. Weight Estimation on Constrained Pose Subspace09:43
Weight Estimation on Constrained Pose Subspace (1)09:55
Weight Estimation on Constrained Pose Subspace (2)11:14
Weight Estimation on Constrained Pose Subspace (3)11:38
Weight Estimation on Constrained Pose Subspace (4)11:48
Weight Estimation on Constrained Pose Subspace (5)11:57
Weight Estimation on Constrained Pose Subspace (6)12:08
Main steps (3)12:42
3. Recovering Latent Image12:44
Experimental Results (1)13:15
Experimental Results (2)13:37
Experimental Results (3)13:43
Experimental Results (4)13:48
Experimental Results (5)13:53
Experimental Results (6)14:28
Experimental Results (7)14:52
Experimental Results (8)14:55
Experimental Results (9)15:00
Experimental Results (10)15:03
Experimental Results (11)15:10
Concluding Remarks15:30