Title :
Text extraction from images captured via mobile and digital devices
Author :
Yuan, Jian ; Zhang, Yi ; Tan, Kok Kiong ; Lee, Tong Heng
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
This paper presents the development of a human-machine interactive software application, named dasiaTextractpsila, for text extraction and recognition in natural scene images captured via mobile and digital devices. The texts are subsequently translated into another language (simplified Chinese in this project) so that a device such as a mobile phone serves as a portable language translator. In considering of the resource constraint nature of mobile devices, the proposed solution makes best possible choices to balance between recognition accuracy and processing speed.
Keywords :
feature extraction; image recognition; interactive systems; man-machine systems; text analysis; Textract; digital devices; human-machine interactive software; mobile devices; text extraction; text recognition; Cameras; Character recognition; Image edge detection; Image recognition; Layout; Lighting; Mobile computing; Mobile handsets; Natural languages; Optical character recognition software; OCR; edge detection; labeling; segmentation;
Conference_Titel :
Advanced Intelligent Mechatronics, 2009. AIM 2009. IEEE/ASME International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-2852-6
DOI :
10.1109/AIM.2009.5229951