Title :
Novel approach for text extraction from natural images using ISEF edge detection
Author :
Shah, Shalin ; Modi, C. ; Patel, Mitesh
Author_Institution :
G.H. Patel Coll. of Eng. & Technol., Vallabh Vidyanagar, India
Abstract :
In this paper, we present novel approach for text extraction. In computer vision research area, text is very important in images. Here we use edge based extraction of text using ISEF (infinite symmetrical edge filter). ISEF is optimal edge detector which gives accurate results for text in images. Text extraction involves detection, localization, tracking and enhancement. Large numbers of technique have been proposed for the text extraction. Our aim is to present robust technique for text extraction.
Keywords :
computer vision; edge detection; filtering theory; image enhancement; text detection; ISEF edge detection; computer vision research area; image detection; image enhancement; image localization; image tracking; infinite symmetrical edge filter; natural images; text extraction; Data mining; Detectors; Feature extraction; Image color analysis; Image edge detection; Robustness; ISEF algorithm; edge based text extraction; text detection;
Conference_Titel :
Emerging Trends in Networks and Computer Communications (ETNCC), 2011 International Conference on
Conference_Location :
Udaipur
Print_ISBN :
978-1-4577-0239-6
DOI :
10.1109/ETNCC.2011.6255887
