2D Iterative MAP Detection: Principles and Applications in Image Restoration

2D Iterative MAP Detection: Principles and Applications in Image Restoration

The paper provides a theoretical framework for the two-dimensional iterative maximum a posteriori detection. This generalization is based on the concept of detection algorithms BCJR and SOVA, i.e., the classical (one-dimensional) iterative detectors used in telecommunication applications. We general...

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Bibliographic Details
Main Authors: D. Kekrt, T. Lukes, M. Klima, K. Fliegel
Format: Article
Language:English
Published: Spolecnost pro radioelektronicke inzenyrstvi 2014-06-01
Series:Radioengineering
Subjects:
Iterative detection
2D iterative decoding netwoks
maximum a posteriori probability criterion
defocus suppression
deconvolution
denoising
de-mosaicing
binary image restoration
image processing
Online Access:http://www.radioeng.cz/fulltexts/2014/14_02_0618_0631.pdf

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