Fast Reconstruction of CFRP X-ray Images based on a Neural Network Filtered Backprojection Approach
Publication, 2017
Outline
E. Janssens, S. Senck, C. Heinzl, J. Kastner, J. De Beenhouwer, J. Sijbers - Fast Reconstruction of CFRP X-ray Images based on a Neural Network Filtered Backprojection Approach - Proceedings of the 7th Conference on Industrial Computed Tomography, Leuven, Belgium (iCT 2017), Leuven, Belgium, 2017, pp. 2
Abstract
Abstract X-ray inspection of Carbon Fiber Reinforced Polymer (CFRP) is time consuming
since many projections at different positions around the object are required to obtain
reconstructions of the interior fiber composition of reasonable quality with classical
reconstruction methods. In this work, we propose to reconstruct the interior of the CFRP
samples with the Neural Network Filtered Backprojection (NN-FBP) method. This method
combines several FBP reconstructions with different filters and is therefore able to …