Title :
Overview of handwritten numeral recognition based on BP neural network
Author :
Lu, Bin ; Wang, Yanli
Author_Institution :
Comput. Technol. Dept., NORTH CHINA Electr. POWER Univ., Baoding, China
Abstract :
Digital identification is an important research direction in field of pattern recognition and it has broad application prospects. The article proposed the use of BP neural network to achieve handwritten numeral recognition program on the basis of the study of BP neural network principles.
Keywords :
backpropagation; handwritten character recognition; neural nets; BP neural network; digital identification; handwritten numeral recognition; pattern recognition; Character recognition; Handwriting recognition; Image recognition; Linearity; Optical imaging; digital recognition; neural network; pattern recognition;
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2011 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4577-1586-0
DOI :
10.1109/ICCSNT.2011.6182250
