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    Chapter and Conference Paper

    Regularization Methods for the Analytical Statistical Reconstruction Problem in Medical Computed Tomography

    The main purpose of this paper is to present the properties of our novel statistical model-based iterative approach to the image reconstruction from projections problem regarding its condition number. The reco...

    Robert Cierniak, Anna Lorent, Piotr Pluta in Artificial Intelligence and Soft Computing (2016)

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    Chapter and Conference Paper

    Video Compression Algorithm Based on Neural Network Structures

    The presented here paper describes a new approach to the video compression problem. Our method uses the neural network image compression algorithm which is based on the predictive vector quantization (PVQ). In...

    Michal Knop, Robert Cierniak, Nimit Shah in Artificial Intelligence and Soft Computing (2014)