Title :
Hierarchical neural network for recognizing hand-written characters in engineering drawings
Author :
Su, Hui ; Wang, Wei ; Li, Xinyou ; XIA, Shaowei
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
Abstract :
The similarity degree of hand-written characters in engineering drawings is analyzed. On the basis of the results, a hierarchical neural network is proposed for recognizing hand-written characters in engineering drawings. In a hierarchical neural network the memorizing and recognizing procedure is distributed into several subnetworks. Experimental results are also given
Keywords :
character recognition; engineering computing; neural nets; engineering drawings; handwritten character recognition; hierarchical neural network; memorizing procedure; recognition procedure; similarity degree; subnetworks; Automation; Character recognition; Engineering drawings; Handwriting recognition; Intelligent networks; Large-scale systems; Neural networks; Neurons; Shape; Writing;
Conference_Titel :
Document Analysis and Recognition, 1995., Proceedings of the Third International Conference on
Print_ISBN :
0-8186-7128-9
DOI :
10.1109/ICDAR.1995.598941
