International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Science , Computer Science and Engineering

Volume5,February 2018,

Topic : A Novel Text Detection Technique Based On Corner Response

Authors:Nishant Singh || Charul Bhatnagar

Abstract:Data about the text incorporated in pictures and videos have a cardinal role in semantic assessments. In this paper, Novel text Detection and Localization (NTDL) algorithm is presented for text detection and localization in the background that incorporates noise in it. This algorithm is constituted by corner response. In contrast to the portions that do not contain text, there are some edges that are dense and corners in portions having text. So, some related strong reactions from regions of text and minimal reactions from portions that do not have text. These reactions furnish some cues that are highly useful for text detection and localization of pictures. By employing a basic schema constituted on the threshold, we obtain regions of candidates for text. These portions are evaluated by interlinking several characteristics like size and colour of linked devices. Lastly, the text line is identified exactly by the projection of response from corners. The outcomes from illustrations present exactness, speed and recalling for suggested methodology and we have obtained the recall of 93.25%, accuracy 97.96% and speed of 98.14% that greatly enhanced the performance of the system..

Keywords: Edge detection; corner detection; connected component; textual approach.

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DOI: 01.1617/vol5/iss2/pid69251


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Dr. Allon Guez
Professor, Drexel University,
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ISSN(Online):2394-2320

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Journal Code : IJERCSE
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