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» Adaptive degraded document image binarization
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DRR
2008
13 years 6 months ago
Efficient implementation of local adaptive thresholding techniques using integral images
Adaptive binarization is an important first step in many document analysis and OCR processes. This paper describes a fast adaptive binarization algorithm that yields the same qual...
Faisal Shafait, Daniel Keysers, Thomas M. Breuel
ICPR
2010
IEEE
13 years 5 months ago
A Self-Training Learning Document Binarization Framework
—Document Image Binarization techniques have been studied for many years, and many practical binarization techniques have been developed and applied successfully on commercial do...
Bolan Su, Shijian Lu, Chew Lim Tan
ICDAR
2009
IEEE
14 years 1 days ago
Feature Based Binarization of Document Images Degraded by Uneven Light Condition
This paper proposes a document image binarization method, which is especially robust to the images degraded by uneven light condition, such as the camera captured document images....
Jung Gap Kuk, Nam Ik Cho
ICIP
2008
IEEE
13 years 11 months ago
MAP-MRF approach for binarization of degraded document image
We propose an algorithm for the binarization of document images degraded by uneven light distribution, based on the Markov Random Field modeling with Maximum A Posteriori probabil...
Jung Gap Kuk, Nam Ik Cho, Kyoung Mu Lee
MVA
1996
177views Computer Vision» more  MVA 1996»
13 years 6 months ago
An Adaptive Threshold Method for Gray Scale Character Images
Gray-scale document images are binarized in order to perform optical character recognition (OCR). To perform this binarization, a variety of techniques have been proposed for perf...
Ming Yu, Shinji Ozawa