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Erschienen in:
2010 | OriginalPaper | Buchkapitel
A Statistical Tailored Image Reconstruction from Projections Method
verfasst von : Robert Cierniak
Erschienen in: Advances in Intelligent Decision Technologies
Verlag: Springer Berlin Heidelberg
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The presented paper is concerned with the image reconstruction from projections problem - the key problem in area of computer tomography. The presented paper describes a reconstruction method based on recurrent neural network structure. This structure is designed considering a probabilistic profile of distortion obesrved in X-ray computed tomography. The reconstruction process is performed using neural network solving the optimization problem. Experimental results show that the appropriately designed neural network is able to reconstruct an image with better quality than obtained from conventional algorithms.