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X-ray Image Separation via Coupled Dictionary Learning by Deligiannis, Nikos; Mota, João F. C.; Cornelis, Bruno; Rodrigues, Miguel R. D.; Daubechies, Ingrid is a scholarly article available to read on EtoBox.

What is X-ray Image Separation via Coupled Dictionary Learning about?

In support of art investigation, we propose a new source sepa- ration method that unmixes a single X-ray scan acquired from double-sided paintings. Unlike prior source separation meth- ods, which are based on statistical or structural incoherence of the sources, we use visual images taken from the front- and back-side of the panel to drive the separation process. The coupling of the two imaging modalities is achieved via a new multi-scale dictionary learning method. Experimental results demonstrate that our method succeeds in the discrimination of the sources, while state-of-the-art methods fail to do so.

Author

Deligiannis, Nikos; Mota, João F. C.; Cornelis, Bruno; Rodrigues, Miguel R. D.; Daubechies, Ingrid

Published

2016

Language

EN