caa a22 4500 477072860 CHVBK 20180405111431.0 cr unu---uuuuu 170330e19960901xx s 000 0 eng 10.1007/BF01414876 doi (NATIONALLICENCE)springer-10.1007/BF01414876 Application of the Cascade-Correlation network to the classification of circularly scanned images [Elektronische Daten] [Nikola Masic, Strahil Ristov, Bozidar Vojnovic] This paper describes an application of the Cascade-Correlation (CC) network to pattern recognition. The pattern recognition task was to simulate an automatic vision inspection system that had to properly classify five different objects. The feature vectors were extracted from 2D images of circularly scanned images and used as inputs for a neural network that was then trained to classify an unknown presented object. The results show that the CC network is viable tool in pattern recognition tasks. It is able to classify partially occluded objects with high accuracy, and to considerably improve classification of noisy images based on simple histogram trimming preprocessing. Springer-Verlag London Limited, 1996 Cascade-correlation network nationallicence Circular scanning of images nationallicence Pattern recognition nationallicence Masic Nikola Rudjer Boskovic Institute, P.O. Box 1016, 41000, Zagreb, Croatia aut Ristov Strahil Rudjer Boskovic Institute, P.O. Box 1016, 41000, Zagreb, Croatia aut Vojnovic Bozidar Rudjer Boskovic Institute, P.O. Box 1016, 41000, Zagreb, Croatia aut Neural Computing & Applications Springer-Verlag 4/3(1996-09-01), 161-167 0941-0643 4:3<161 1996 4 521 https://doi.org/10.1007/BF01414876 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/BF01414876 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Masic Nikola Rudjer Boskovic Institute, P.O. Box 1016, 41000, Zagreb, Croatia aut NATIONALLICENCE 700 1- Ristov Strahil Rudjer Boskovic Institute, P.O. Box 1016, 41000, Zagreb, Croatia aut NATIONALLICENCE 700 1- Vojnovic Bozidar Rudjer Boskovic Institute, P.O. Box 1016, 41000, Zagreb, Croatia aut NATIONALLICENCE 773 0- Neural Computing & Applications Springer-Verlag 4/3(1996-09-01), 161-167 0941-0643 4:3<161 1996 4 521 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer