CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Various Edge Detection Techniques on different Categories of Fish

by Shaveta Malik, Tapas Kumar
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 135 - Number 7
Year of Publication: 2016
Authors: Shaveta Malik, Tapas Kumar
10.5120/ijca2016908394

Shaveta Malik, Tapas Kumar . Various Edge Detection Techniques on different Categories of Fish. International Journal of Computer Applications. 135, 7 ( February 2016), 6-11. DOI=10.5120/ijca2016908394

@article{ 10.5120/ijca2016908394,
author = { Shaveta Malik, Tapas Kumar },
title = { Various Edge Detection Techniques on different Categories of Fish },
journal = { International Journal of Computer Applications },
issue_date = { February 2016 },
volume = { 135 },
number = { 7 },
month = { February },
year = { 2016 },
issn = { 0975-8887 },
pages = { 6-11 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume135/number7/24059-2016908394/ },
doi = { 10.5120/ijca2016908394 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:35:06.668931+05:30
%A Shaveta Malik
%A Tapas Kumar
%T Various Edge Detection Techniques on different Categories of Fish
%J International Journal of Computer Applications
%@ 0975-8887
%V 135
%N 7
%P 6-11
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Edge detection is the most frequently and important used operations in image analysis. The edges of the image defined the boundaries and regions of the image. In this paper several edge detection techniques have been applied on Equalized image of different categories of Fishes like Fresh water fish, Salt water fish, Poisonous Fish, Dangerous fish and all fishes are belongs to different fish family and fish classification in image processing using different filters which are basically based on gradient method like Sobel, Prewitt ,Roberts ,Log Based and Canny edge detector . Canny Method gave better performance among all other methods like Sobel, Prewitt, Roberts, Log. The Experimentation done in software MATLAB 12.0

References
  1. Meghana D. More, G.K .Andurkar," Edge detection technique :a comparative approach," World Journal of Science and Technology, 2012.
  2. Beant Kaur , Anil Garg," Mathematical Morphological Edge Detection For Remote Sensing Images",IEEE,2011,pp: 324-327.
  3. Mingxiu Lin, Shuai Chen,"A new prediction method for edge detection based on human visual feature" ,IEEE, 24th Chinese Control and Decision Conference (CCDC),2012 ,pp:1465-1468.
  4. Shameem Akhtar , Dr. D Rajayalakshmi and Dr. Syed Abdul Sattar,"A Theoretical Survey for Edge Detection Techniques and Watershed Transformation", International Journal of Computer Technology and Electronics Engineering (IJCTEE) Volume 2 , Issue 1,pp: 54-58.
  5. Shang Junna, Jiang Feng," An Algorithm of Edge Detection Based on Soft Morphology",IEEE,2012,pp: 166-169.
  6. J. F. Canny. “ A computational approach to edge detection” IEEE Trans. Pattern Anal. Machine Intel , vol. PAMI-8, no. 6, pp. 679-697, 1986
  7. Tapas Kumar and G. Sahoo, 2010. “Novel Method of Edge Detection using Cellular Automata.”, International Journal of Computer Applications 9(4), pp. 38-44.
  8. Kumar, Tapas., Sahoo, G., Lamba, I.M.S., Bhatia, C.M, 2008.Celllar automata based thresolding for edge detection in binary images.,Journal of Computer Science & its Application, vol.15. No.2. pp. 148-155.
  9. J.Canny, “A Computational Approach to Edge Detection,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 8, pp. 679-698, 1986
  10. Bill Green, “Edge detection Tutorial”
  11. Ms. Suman ans Mr. Pawan, “A Survey on various Methods of Edge Detection,” International Journal Of Advanced Research in Computer and Software Engineering, vol. 4,issue 5, pp. 888-895, May, 2014.
  12. ]Shubhashree, “A Review Edge Detection Techniques for Image Segmentation,” International Journal of Computer Science and Information Technologies, vol. 5(4),,issue 5, 2014,5898-5900
  13. Rashmi and Mukesh Kumar and Rohini Sexena, “Algorithm and Technique on Various Edge Detection :A Survey International Journal (SIPIJ), vol. 4,No.3,June 2013
  14. Canny John, "A computational approach to edge detection", IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI-8(6), pp. 679-698, 1989
  15. R. C. Gonzalez and R. E. Woods, “Digital Image Processing”, Third Edition, 2008.
Index Terms

Computer Science
Information Sciences

Keywords

Edge Detection Gradient based edge detection Laplacian based edge detection

Powered by PhDFocusTM