Title :
New optimized text localization and character segmentation algorithms for Slab identification numbers
Author :
Choi, SungHoo ; Yun, Jong Pil ; Koo, KeunHwi ; Choi, JongHyun ; Kim, Sang Woo
Author_Institution :
Dept. of Electr. & Comput. Eng., Pohang Univ. of Sci. & Technol., Pohang
Abstract :
This paper describes application-oriented text localization and character segmentation in images. Target texts in our application are often damaged by lots of various noise and, as a result, there are many unclear characters. Therefore, some special treatments are necessary to recognize these texts. In this paper, new optimized text localization and character segmentation algorithms are proposed. Experiments show that the proposed algorithms are fast and reliable.
Keywords :
identification; image recognition; image segmentation; optimisation; text analysis; application-oriented text localization algorithm; character segmentation algorithm; optimization; slab identification numbers; Accidents; Character recognition; Data mining; Furnaces; Gray-scale; Image analysis; Image recognition; Image segmentation; Slabs; Text recognition;
Conference_Titel :
Industrial Technology, 2009. ICIT 2009. IEEE International Conference on
Conference_Location :
Gippsland, VIC
Print_ISBN :
978-1-4244-3506-7
Electronic_ISBN :
978-1-4244-3507-4
DOI :
10.1109/ICIT.2009.4939704