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Resolution enhancement via probabilistic deconvolution of multiple degraded images

✍ Scribed by F. Šroubek; J. Flusser

Book ID
103879392
Publisher
Elsevier Science
Year
2006
Tongue
English
Weight
384 KB
Volume
27
Category
Article
ISSN
0167-8655

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✦ Synopsis

We present a maximum a posteriori solution to the problem of obtaining a high-resolution image from a set of degraded low-resolution images of the same scene. The proposed algorithm has the advantage that no prior knowledge of blurring functions is required and it can handle unknown misregistrations between the input images. An efficient implementation scheme of alternating minimizations is presented together with experiments that demonstrate the performance of the algorithm.

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