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A Study on Edge Marking Scheme of Various Standard Edge Detectors

by Shaifali Pande, Vivek Singh Bhadouria, Dibyendu Ghoshal
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 44 - Number 9
Year of Publication: 2012
Authors: Shaifali Pande, Vivek Singh Bhadouria, Dibyendu Ghoshal
10.5120/6294-8491

Shaifali Pande, Vivek Singh Bhadouria, Dibyendu Ghoshal . A Study on Edge Marking Scheme of Various Standard Edge Detectors. International Journal of Computer Applications. 44, 9 ( April 2012), 33-37. DOI=10.5120/6294-8491

@article{ 10.5120/6294-8491,
author = { Shaifali Pande, Vivek Singh Bhadouria, Dibyendu Ghoshal },
title = { A Study on Edge Marking Scheme of Various Standard Edge Detectors },
journal = { International Journal of Computer Applications },
issue_date = { April 2012 },
volume = { 44 },
number = { 9 },
month = { April },
year = { 2012 },
issn = { 0975-8887 },
pages = { 33-37 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume44/number9/6294-8491/ },
doi = { 10.5120/6294-8491 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:35:08.028809+05:30
%A Shaifali Pande
%A Vivek Singh Bhadouria
%A Dibyendu Ghoshal
%T A Study on Edge Marking Scheme of Various Standard Edge Detectors
%J International Journal of Computer Applications
%@ 0975-8887
%V 44
%N 9
%P 33-37
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents a study on edge marking scheme of various standard edge detectors viz. Sobel, Prewitt, Roberts, Laplacian of Gaussian (LoG) and Canny. On the basis of edge map obtained for a synthetic rectangular board image, obtained from five edge detectors, suggests classifying the detectors in three categories namely, pre-marker, post-marker and mixed-marker. Pratt's figure of merit (PFOM) is used as a quantitative evaluation criterion for the above mentioned classification. Experimental results obtained for Lena and Parrot image provides convincing results to establish proposed classification.

References
  1. Frei, W. and Chen, C. 1977. Fast Boundary Detection: A Generalization and New Algorithm. IEEE Trans. Computers C-26 (October 1977), 988-998.
  2. Gonzalez, R. C. and Woods, R. E. 2002. Digital Image Processing. Second ed. Pearson. Singapore.
  3. Pratt, W. K. 1978. Digital Image Processing. Wiley. New York.
  4. Roberts, L. G. 1965. Machine Perception of Three-Dimensional Solids. Optical and Electro-Optical Information Processing. Tippet. J. T. (ed. ) MIT Press, Cambridge, Mass.
  5. Canny, J. 1986. A Computational Approach for Edge Detection. IEEE Trans. Pattern Anal. Machine Intell. 8(6), 679-698.
  6. Canny, J. 1983 Finding Edges and Lines in Image. Master's thesis. MIT.
  7. Maini, R. and Aggarwal, 2009. H. Study and Comparison of Various Image Edge Detection Techniques. Inter. Journal of Image Processing. 3(1). 1-11.
  8. Gunn, S. R. 1998. Edge Detection Error in the Discrete Laplacian of Gaussian. Proc. 1988 Inter. Conference on Image Processing. 2, 515-519.
  9. Gunn, S. R. 1999. On the Discrete Representation of the Laplacian of Gaussian. Pattern Recognition. 32(8). 1463-1472.
  10. Prewitt, J. M. S. 1970. Object Enhancement and Extraction. Picture Processing and Psychopictorics, Lipkin, B. S. and Rosenfeld, A. (Eds. ). Academic Press, New York.
  11. Heath, M. , Sarkar, S. , Sanocki, T. and Bowyer, K. W. 1998. Comparison of Edge Detectors: A Methodology and Initial Study. Computer Vision and Image Understanding, 69(1), 38-54.
  12. Abdou, I. E. and Pratt, W. K. 1979. Quantitative design and evaluation of enhancement/thresholding edge detectors. Proc. of the IEEE. 67(5). 753-763.
Index Terms

Computer Science
Information Sciences

Keywords

Edge Detection Pratt's Figure Of Merit.

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