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This paper derives the formulae for defocus blur parameter from a single image, based upon the line spread function (LSF). To achieve high accuracy and robustness, the over determining strategies are adopted: 1) a number of LSFs on one edge are extracted; 2) more edges in the images are used. The trust-region method is then employed to obtain the optimal estimation of blur parameter. The experimental...
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