RETRACTED ARTICLE: Document image analysis: issues,comparison of methods and remaining problems |
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Authors: | T Saba G Sulong A Rehman |
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Affiliation: | (1) Department of Biotechnology, IIT-Madras, Chennai, 600036, India; |
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Abstract: | Image analysis is an interesting research area with a large variety of challenging applications. Researchers have worked from
decades on this topic, as witnessed by the scientific literature. However, document image analysis is the special case in
image analysis as their spatial properties are different from natural images. Therefore, the main focus of this paper is to
describe image denoising issues in general and document image issues in particular. Since the field of document processing
is relatively new, it is also dynamic, so current methods have room for improvement and innovations are still being made.
Several algorithms proposed in the literature are described. Critical discussions are reported about the current status of
the field and open problems are highlighted. It is also demonstrated that, there are rarely definitive techniques for all
cases of a certain problem. We surveyed the state of art, analyzed recent trends and tried to identify challenges for future
research in this field. |
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