A recursive algorithm for maximum likelihood-based identificationof blur from multiple observations |
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Authors: | Rajagopalan AN Chaudhuri S |
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Affiliation: | Dept. of Electr. Eng., Indian Inst. of Technol., Bombay. |
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Abstract: | A maximum likelihood-based method is proposed for blur identification from multiple observations of a scene. When the relations among the blurring functions are known, the estimate of blur obtained using the proposed method is very good. Since direct computation of the likelihood function becomes difficult as the number of images increases, we propose an algorithm to compute the likelihood function recursively. |
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