Text Extraction and Character Recognition form Image using Mathematical Morphology and OCR Technique
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064



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Research Paper | Computer Science & Engineering | India | Volume 3 Issue 6, June 2014

Text Extraction and Character Recognition form Image using Mathematical Morphology and OCR Technique

Sukhvinder Singh, Surender Kumar Grewal

Images contain various types of useful information that should be extracted whenever required and this information may be in the form of text present in image. Extraction of this information involves detection; localization; extraction; enhancement and recognition of the text from the given image. Mathematical morphology is the foundation of morphological image processing; which consists of a set of operators that transform images according to the characterization. We use some fundamental morphological operations such as dilation; erosion; opening and closing for text extraction and OCR technique for character recognition from image.

Keywords: Dilation, Erosion, Structuring element, F-Score and OCR

Edition: Volume 3 Issue 6, June 2014

Pages: 952 - 955

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How to Cite this Article?

Sukhvinder Singh, Surender Kumar Grewal, "Text Extraction and Character Recognition form Image using Mathematical Morphology and OCR Technique", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=2014138, Volume 3 Issue 6, June 2014, 952 - 955

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