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Reseach Article

Efficient Hybrid (ANTC) Approach for Edge Detection Technique

by Navdeep Kaur, Vijay Kumar
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 165 - Number 2
Year of Publication: 2017
Authors: Navdeep Kaur, Vijay Kumar
10.5120/ijca2017913789

Navdeep Kaur, Vijay Kumar . Efficient Hybrid (ANTC) Approach for Edge Detection Technique. International Journal of Computer Applications. 165, 2 ( May 2017), 6-10. DOI=10.5120/ijca2017913789

@article{ 10.5120/ijca2017913789,
author = { Navdeep Kaur, Vijay Kumar },
title = { Efficient Hybrid (ANTC) Approach for Edge Detection Technique },
journal = { International Journal of Computer Applications },
issue_date = { May 2017 },
volume = { 165 },
number = { 2 },
month = { May },
year = { 2017 },
issn = { 0975-8887 },
pages = { 6-10 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume165/number2/27543-2017913789/ },
doi = { 10.5120/ijca2017913789 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:12:26.139864+05:30
%A Navdeep Kaur
%A Vijay Kumar
%T Efficient Hybrid (ANTC) Approach for Edge Detection Technique
%J International Journal of Computer Applications
%@ 0975-8887
%V 165
%N 2
%P 6-10
%D 2017
%I Foundation of Computer Science (FCS), NY, USA
Abstract

These are many techniques are used in earlier research work many techniques are used to solved the problem of edge detection but all of them having disadvantages in form of speed, noise etc. So the hybrid technique used to producing better result than the other edge detection techniques like canny, prewit, sobel and Roberts. The hybrid approach based edge detection can successfully reduce the poor speed issue with ant colony optimization. The color based gradients has the ability to remove the effect of the false edges while preserving the potential edges.

References
  1. Tian, Jing, Weiyu Yu, and ShengliXie.2008. "An ant colony optimization algorithm for image edge detection." In IEEE Congress on Evolutionary Computation, pp.497-500. IEEE.
  2. Jing Tian, Weiyu Yu, and Shengli Xie.2008."An ant colony optimization algorithm for image edge detection"In IEEE World Congress on computational intelligence, pp.751- 756.IEEE.
  3. De Sian Lu, chien chang Chen.2008."Edge detection improvement by ant colony optimization"In science direct vol.29, no.4, pp.416-425.
  4. Bing Wang, Shao Sheng Fan.2009."An improved canny edge detection algorithm"In IEEE Second International Workshop on Computer Science and Engineering conference on 28-30oct. vol.1, pp.497-500.IEEE.
  5. Wang Xiao, xue Hui.2010."An Improved Canny Edge Detection Algorithm Based on Predisposal Method for Image Corrupted by Gaussian Noise” In IEEE conference on 19-23 Sep, pp.113-116.IEEE.
  6. Yanhong Wang, Denghui Lian.2011. "Improved Image Edge Detection Algorithm Based on Fuzzy Sets" In Multimedia technology international conference on 26-28 July2011, pp.2939-2941.
  7. Peng, Wu, and Chen Qichao.2012. "A novel SVM-based edge detection method." In Physics Procedia, pp.2075-2082.
  8. Geng Xin, Chen Ke, Hu Xiaoguang.2012."An improved canny edge detection algorithm for Color image” In Informatics, no. 25-27, pp.113-117.IEEE.
  9. K. Rebai1, 2 and N. Achour, O. Azouaoui.2013."Hierarchical SVM Classifier for Road Intersection Detection and Recognition” In IEEE Conference on Open Systems (ICOS), pp100-105.IEEE.
  10. Bao, C. & Sheng, C.2013."A parameterized logarithmic image processing method based on Laplacian of Gaussian filtering for lung nodules enhancement in chest radiograph".In Instrumentation and Measurement, Sensor Network and Automation (IMSNA), 2nd International Symposium on. IEEE.
  11. Singh, Sanjay, Chandra Shekhar, and Anil Vohra.2013."Area optimized FPGA implementation of color edge detection." In International Conference Advanced Electronic Systems (ICAES), IEEE.
  12. Yong Chena, Min Xua, Huan-lin Liub, Wei-na Huanga, Jiang Xing.2014. "Improved image mosaic based on canny edge and an18-dimensional descriptor” In Optics communications, vol. 125, pp 4745-4750.
  13. Xiao hen Liu, Suping Fang.2015."A convenient and robust edge detection method based on ant colony optimization" In optics communications, vol.353, no.15, pp.147-157.
  14. Shahana N Youseph, Rajesh Roy Cherian.2015. “Pixel and edge based illuminant color estimation for image forgery detection "In international conference on information and communication technologies, vol.46, and pp.1635-1642.
Index Terms

Computer Science
Information Sciences

Keywords

Image Segmentation Edge Detection Various Edge Detection Approaches Hybrid Approach.