Bayesian methods for image super-resolution

We present a novel method of Bayesian image super-resolution in which marginalization is carried out over latent parameters such as geometric and photometric registration and the image point-spread function. Related Bayesian super-resolution approaches marginalize over the high-resolution image, nec...

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Bibliographic Details
Main Authors: Pickup, LC, Capel, DP, Roberts, S, Zisserman, A
Format: Journal article
Language:English
Published: Oxford University Press 2007