Title :
A novel method for discriminating between Oriental and European languages by fractal features
Author :
Xi, Dihua ; Lee, Seong-Whan ; Tang, Yuan Y.
Author_Institution :
Center for Artificial Vision Res., Korea Univ., Seoul, South Korea
Abstract :
A new method that uses a modified fractal dimension theory to segment a document image and to discriminate between Oriental and European languages is presented in this paper. Two types of techniques have been usually adopted in language discrimination: token matching and statistical analysis. A modified fractal feature is used to discriminate the distinct textual structure complexities of Oriental and European languages. Experiments show that this method is effective and reliable for processing the document image even if it is skewed or contains noise that can not be removed clearly
Keywords :
document image processing; fractals; image segmentation; statistical analysis; European languages; Oriental languages; document image segmentation; fractal features; language discrimination; modified fractal dimension theory; noise; skew; statistical analysis; token matching; Fractals;
Conference_Titel :
Document Analysis and Recognition, 1999. ICDAR '99. Proceedings of the Fifth International Conference on
Conference_Location :
Bangalore
Print_ISBN :
0-7695-0318-7
DOI :
10.1109/ICDAR.1999.791795