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Technical Program
Paper Detail
| Paper: | MP-L3.1 |
| Session: | Deblurring and Image Restoration |
| Time: | Monday, October 9, 14:20 - 14:40 |
| Presentation: |
Lecture
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| Title: |
LOW COST ROBUST BLUR ESTIMATOR |
| Authors: |
Hao Hu; Eindhoven University of Technology | | | | | Gerard de Haan; Philips Research Laboratories | | |
| Abstract: |
In this paper a novel local blur estimation method is presented. The focal blur process is usually modeled as a Gaussian low-pass filtering and then the problem of blur estimation is to identify the Gaussian blur kernel. In the proposed method, the blurred input image is first re-blurred by Gaussian blur kernels with different blur radii. Then the difference ratios between the multiple re-blurred images and the input image are used to determine the unknown blur radius. We show that the proposed method does not require edge detection preprocessing and can estimate a wide range of blur radius. Experimental results of the proposed method on both synthetic and natural images and a comparison with a state-of-the-art method are presented. |
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