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A Comparative Study on Various Edge Detection Techniques used for the Identification of Penaeid Prawn Species

by V. Sucharita, S. Jyothi, D. M. Mamatha
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 78 - Number 6
Year of Publication: 2013
Authors: V. Sucharita, S. Jyothi, D. M. Mamatha
10.5120/13490-1198

V. Sucharita, S. Jyothi, D. M. Mamatha . A Comparative Study on Various Edge Detection Techniques used for the Identification of Penaeid Prawn Species. International Journal of Computer Applications. 78, 6 ( September 2013), 1-5. DOI=10.5120/13490-1198

@article{ 10.5120/13490-1198,
author = { V. Sucharita, S. Jyothi, D. M. Mamatha },
title = { A Comparative Study on Various Edge Detection Techniques used for the Identification of Penaeid Prawn Species },
journal = { International Journal of Computer Applications },
issue_date = { September 2013 },
volume = { 78 },
number = { 6 },
month = { September },
year = { 2013 },
issn = { 0975-8887 },
pages = { 1-5 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume78/number6/13490-1198/ },
doi = { 10.5120/13490-1198 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:50:52.184626+05:30
%A V. Sucharita
%A S. Jyothi
%A D. M. Mamatha
%T A Comparative Study on Various Edge Detection Techniques used for the Identification of Penaeid Prawn Species
%J International Journal of Computer Applications
%@ 0975-8887
%V 78
%N 6
%P 1-5
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Image recognition is a challenging problem. The identification of prawn species can be done using Image Processing. Each species of the prawn has got its own distinctive patterns which enable the various researchers to perform some research on it and to accurately classify the prawns. In this paper the fundamental concepts of different edge detection techniques are to be studied and apply the best techniques in identifying the Penaeid Prawn species type. This paper presents a comparative study of various edge detection techniques such as Sobel, Robert's operator, Prewitt's cross operator and Canny's edge detector. For the Prawn species identification image processing is used in which edge detection is the primary function. Particular edge detection method can be employed to characterize edges to represent the image for further implementation.

References
  1. Dr. T. Kannupandi and ,Dr. P. Soundarapandian and Dr. N. Rajendran "Prawns and Shrimps",Centre of Advanced Study in Mariane Biology,Annalamai University.
  2. M. B. Ahmad and T. S. Choi , Local Threshold and Boolean Function Based Edge Detection, IEEE Transactions on Consumer Electronics, Vol. 45, No 3. August 1999
  3. Raman Maini & Dr. Himanshu Aggarwal, International Journal of Image Processing (IJIP), Volume (3) : Issue (1).
  4. Malay K. Pakira, "digital image processing and pattern recognition".
  5. R. C. Gonzalzez and woods "digital image processing" third edition.
  6. MATLAB Neural Network toolbox.
  7. Yuan-Hui Yu ,Chin-Chen Chang , "A new edge detection approach based on image context analysis" Image and Vision Computing 24 (2006) 1090–1102(www. sciencedirect. com)
  8. Canny,J. ," A computational Approach to Edge Detection", IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 8:679-714, November 1986.
  9. S. Price, "Edges: The Canny Edge Detector", July 4,1996. http://homepages. inf. ed. ac. uk/rbf/CVonline/LOCAL_COPIES/MARBLE/low/edges/canny. html
  10. Narendra. VG and Hareesh. KS,"study and comparison of various image edge detection techniques used in quality inspection and evaluation of agricultural and food products by compter vision. , Vol 4,No 2. June 2011.
  11. Meghana D. More and G. K. Andurkar, Edge Detection techniques:a comparative approach" proceedings of NCACC'12' April21,2012
  12. C. B. T Van de Braak "Haemocytic defence in black tiger shrimp(Penaeus monodon)" Ph. D thesis Wageningen university.
Index Terms

Computer Science
Information Sciences

Keywords

Edge detection prawn image processing species

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