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Issue No.06 - November (1988 vol.10)
pp: 910-918
ABSTRACT
<p>The development and implementation of an algorithm for automated text string separation that is relatively independent of changes in text font style and size and of string orientation are described. It is intended for use in an automated system for document analysis. The principal parts of the algorithm are the generation of connected components and the application of the Hough transform in order to group components into logical character strings that can then be separated from the graphics. The algorithm outputs two images, one containing text strings and the other graphics. These images can then be processed by suitable character recognition and graphics recognition systems. The performance of the algorithm, both in terms of its effectiveness and computational efficiency, was evaluated using several test images and showed superior performance compared to other techniques.</p>
INDEX TERMS
computerized picture processing; computer graphics; text string separation; mixed text/graphics images; document analysis; Hough transform; character recognition; graphics recognition; computer graphics; computerised pattern recognition; computerised picture processing; transforms
CITATION
L.A. Fletcher, R. Kasturi, "A Robust Algorithm for Text String Separation from Mixed Text/Graphics Images", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.10, no. 6, pp. 910-918, November 1988, doi:10.1109/34.9112
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