Title :
An automatic interpretation method for LCD images of digital measuring instruments
Author :
Liang, Chao ; Yang, Wenming ; Liao, Qingmin
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
A new automatic interpretation method for the Liquid Crystal Display (LCD) images of digital measuring instruments is proposed in this paper. The original image is down sampled to extract the edge of the LCD, which is utilized to locate the LCD region including the characters automatically. Subsequently, a group of multi-scale convolution masks are applied to deal with the LCD area in order to extract strokes of the characters. Finally, the characters are recognized according to the structural features, which are generated by using the lines to pass through the strokes of the characters. The experiment results prove the high robustness, high recognition accuracy and high running speed of the proposed method, which can meet the requirements in calibrating digital measuring instruments with LCD.
Keywords :
image recognition; image segmentation; liquid crystal displays; LCD images; automatic interpretation method; digital measuring instruments; high recognition accuracy; high robustness; high running speed; liquid crystal display images; multi scale convolution masks; Calibration; Character recognition; Convolution; Image edge detection; Image segmentation; Instruments; Character localtion; Character recognition; Multi-resolution image segmentation; Multi-scale masks;
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
DOI :
10.1109/CISP.2011.6100623