caa a22 4500 475834097 CHVBK 20180406123849.0 cr unu---uuuuu 170329e20000701xx s 000 0 eng 10.1007/s005210070025 doi (NATIONALLICENCE)springer-10.1007/s005210070025 Monitoring the De-Inking Process through Neural Network-Based Colour Image Analysis [Elektronische Daten] [A. Verikas, K. Malmqvist, M. Bacauskiene, L. Bergman] This paper presents an approach to determining the colours of specks in an image of a pulp being recycled. The task is solved through colour classification by an artificial neural network. The network is trained using fuzzy possibilistic target values. The number of colour classes found in the images is determined through the self-organising process in the two-dimensional self-organising map. The experiments performed have shown that the colour classification results correspond well with human perception of the colours of the specks.: Springer-Verlag London Limited, 2000 Keywords:Classification nationallicence Colour image processing nationallicence Fuzzy sets nationallicence Neural networks nationallicence Self-organising map nationallicence Verikas A. Centre for Imaging Science and Technologies, Halmstad University, Halmstad, Sweden, SE aut Malmqvist K. Centre for Imaging Science and Technologies, Halmstad University, Halmstad, Sweden, SE aut Bacauskiene M. Department of Applied Electronics, Kaunas University of Technology, Kaunas, Lithuania, LT aut Bergman L. Centre for Imaging Science and Technologies, Halmstad University, Halmstad, Sweden, SE aut https://doi.org/10.1007/s005210070025 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s005210070025 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Verikas A. Centre for Imaging Science and Technologies, Halmstad University, Halmstad, Sweden, SE aut NATIONALLICENCE 700 1- Malmqvist K. Centre for Imaging Science and Technologies, Halmstad University, Halmstad, Sweden, SE aut NATIONALLICENCE 700 1- Bacauskiene M. Department of Applied Electronics, Kaunas University of Technology, Kaunas, Lithuania, LT aut NATIONALLICENCE 700 1- Bergman L. Centre for Imaging Science and Technologies, Halmstad University, Halmstad, Sweden, SE aut Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer