Overcoming registration uncertainty in image super-resolution: maximize or marginalize?

In multiple-image super-resolution, a high-resolution image is estimated from a number of lower-resolution images. This usually involves computing the parameters of a generative imaging model (such as geometric and photometric registration, and blur) and obtaining a MAP estimate by minimizing a cost...

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Detalles Bibliográficos
Autores principales: Pickup, L, Capel, D, Roberts, S, Zisserman, A
Formato: Journal article
Lenguaje:English
Publicado: Springer 2007