DocumentCode :
3371270
Title :
Image Morse code text input system
Author :
Chen, Shih-Chung ; Wu, Chung-Min ; Su, Shih-Bin
Author_Institution :
Dept. of Electr. Eng., Southern Taiwan Univ., Tainan, Taiwan
Volume :
1
fYear :
2012
fDate :
12-14 June 2012
Firstpage :
206
Lastpage :
210
Abstract :
Many image processing techniques [1][2][3][8] and fuzzy algorithms [7][9][10] are applied in this research, such as color extraction, advanced morphology, particle filter, edge detection, membership function, fuzzification and defuzzification etc. The purpose of this paper is to show an image Morse code text input system based on real time mouth image recognition that provides the useful assistive communication interface for the disabled [3]. A web camera with USB interface is used in this system to acquire dynamic mouth images and then the image recognition will extract the feature of open/close mouth status. The time period of open/close mouth status can be counted and regarded as tone space/silent space of Morse codes which can be recognized by fuzzy algorithms we designed. After that the subject can type characters on the computer´s screen by just opening/closing his/her mouth in front of the web camera achieving the functions of word processing. The experiment results indicate high accuracy can reach almost 95% if the subject accepts a period of training in advance.
Keywords :
feature extraction; fuzzy set theory; image coding; image recognition; text analysis; word processing; USB interface; Web camera; advanced morphology; assistive communication interface; color extraction; defuzzification; dynamic mouth images; edge detection; feature extraction; fuzzification; fuzzy algorithms; image Morse code text input system; image processing techniques; membership function; open-close mouth status; particle filter; realtime mouth image recognition; word processing; Accuracy; Face; Image color analysis; Image recognition; Lips; Mouth; Skin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent and Advanced Systems (ICIAS), 2012 4th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-1968-4
Type :
conf
DOI :
10.1109/ICIAS.2012.6306188
Filename :
6306188
Link To Document :
بازگشت