Title :
Adaptive Window Based Uneven Lighting Document Segmentation
Author :
Gu, Guoqing ; Han, Wenwen
Author_Institution :
East China Normal Univ., Shanghai
Abstract :
The method presented in this paper has two noteworthy aspects. First, in order to improve segmentation quality, sub-pixel interpolation using quadratic curve fitting is performed. Second, adaptive widow for thresholding is done in a novel way. The variance of gray value in each widow is used both for widow size choosing and grayscale thresholding. Experiment results show that this segmentation algorithm is suitable for treating document images of uneven lighting.
Keywords :
curve fitting; document image processing; image segmentation; interpolation; adaptive window; grayscale thresholding; quadratic curve fitting; sub-pixel interpolation; uneven lighting document image segmentation; Books; Curve fitting; Digital cameras; Gray-scale; Image segmentation; Information science; Interpolation; Partitioning algorithms; Pixel; Size measurement;
Conference_Titel :
Document Analysis and Recognition, 2007. ICDAR 2007. Ninth International Conference on
Conference_Location :
Parana
Print_ISBN :
978-0-7695-2822-9
DOI :
10.1109/ICDAR.2007.4378708