DocumentCode
2291851
Title
A novel image binarization method using hybrid thresholding
Author
Kuo, Tien-Ying ; Lai, Yun-Yang ; Lo, Yi-Chung
Author_Institution
Dept of Electr. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
fYear
2010
fDate
19-23 July 2010
Firstpage
608
Lastpage
612
Abstract
In this paper, we proposed a simple yet effective image binarization method to work with various kinds of images, such as images with the color bleeding characters, or with non-uniform background exposed to poor ambient light, and so forth. Our approach is based on a hybrid color quantization process, which adaptively takes the global and local image characteristics into account; therefore, it can deal with complex images. The experiment result shows that our proposed hybrid method outperforms the literature methods.
Keywords
image colour analysis; image segmentation; hybrid color quantization process; hybrid thresholding; image binarization method; nonuniform background; Compounds; Feature extraction; Hemorrhaging; Image color analysis; Noise; Noise measurement; Pixel; Hybrid Thresholding; Image Binarization; Image Quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo (ICME), 2010 IEEE International Conference on
Conference_Location
Suntec City
ISSN
1945-7871
Print_ISBN
978-1-4244-7491-2
Type
conf
DOI
10.1109/ICME.2010.5583364
Filename
5583364
Link To Document