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Open problems are defined differently in document image analysis than in the physical sciences, theoretical computer science, or mathematics. Instead of a formal definition, problems in DIA are stated in terms of automation of an application area (e.g., postal address reading) or a scientific sub field (e.g., image compression). The notion of a successful solution may be based on (1) the relative...
Since the traditional classification algorithm does not work well in the case of short-text classification, we propose a search-based method employing Na'iveBayes classification algorithm. This paper describes the whole process, including the classification algorithms, training and the evaluation. The results indicate that the classifier has better performance comparing with other methods.
Skew detection and correction is an important step in automated content conversion systems, on which overall system performance is dependent. Although there are many working solutions at the present time, the search for an algorithm that can achieve good error rates in a fast running time and on different layout types is still open, so new solutions for skew detection are needed. The paper at hand...
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