International Journal of Application or Innovation in Engineering & Management
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ISSN 2319 – 4847
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Call for Paper, Published Articles, Indexing Infromation Geometric Pattern Recognition System based on Statistical Parameters using Image Processing, Authors : Nishan Singh, Birinderjit singh, International Journal of Application or Innovation in Engineering & Management (IJAIEM), www.ijaiem.org
Volume & Issue no: Volume 4, Issue 6, June 2015

Title:
Geometric Pattern Recognition System based on Statistical Parameters using Image Processing
Author Name:
Nishan Singh, Birinderjit singh
Abstract:
ABSTRACT The presented paper deals with the automatic visual inspection of the geometric patterns to recognise and classify. The scheme used for the classification of geometric patterns consists of four steps: 1) Pattern Generation 2) Making the pattern Rotation Invariant 3) Feature extraction and 3) Recognition and Classification. The pattern is generated by using any imaging tool e.g. by using paint-brush. The pattern is then made rotation independent by applying orthogonal transformation. After this, statistical features like, maximum radii in each quadrant, intercepts on each axis, perimeter, standard deviation, figure aspect and area, are computed from the image. The set of data of statistical parameters of each pattern so obtained is normalised to mean radius and stored for classification/categorization purposes. Keywords— COG, NSD, MR, FA,
Cite this article:
Nishan Singh, Birinderjit singh , " Geometric Pattern Recognition System based on Statistical Parameters using Image Processing " , International Journal of Application or Innovation in Engineering & Management (IJAIEM), Volume 4, Issue 6, June 2015 , pp. 060-063 , ISSN 2319 - 4847.
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