Title :
Billet characters location in the complex scene
Author :
Hong, Hanyu ; Yang, Yijun ; Zhang, Xiuhua
Author_Institution :
Lab. for Image Process. & Intell. Control, Wuhan Inst. of Technol., Wuhan, China
Abstract :
Locating the characters accurately is the primary and critical step of the billet characters recognition. To some ingredients of billet images in the production line, such as bad scene, complex illumination, high noise interference and unfixed position of billet characters in photos, which will lead to low in precision of billet characters location, a special algorithm complexed multilevel processing with the location of first rough and then accurate is presented in this paper. Noises are filtered through area filter, distance filter and projection filter gradually. To the special case that interference can´t filtered completely, locating the characters roughly and then multilevel processing are brought up. At last, billet characters will be located by means of projection function. Experimental results show that the proposed method can locate characters accurately from the complex background, and ensure the high recognition rate.
Keywords :
billets; character recognition; multiprocessing systems; production engineering computing; area filter; billet character location; billet character recognition; billet image; complex illumination; complex scene; distance filter; high noise interference; high recognition rate; multilevel processing; production line; projection filter; projection function; Billets; Character recognition; Filtering algorithms; Gravity; Information filters; Interference; character location; filter; first rough and then accurate; multilevel processing;
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-8727-1
DOI :
10.1109/CSAE.2011.5952611