Alagappa Institute of Skill Development & Computer Centre,Alagappa University, Karaikudi, India.15 -16 February 2017. IT Skills Show & International Conference on Advancements In Computing Resources (SSICACR-2017)

Format: Volume 5, Issue 1, No 20, 2017

Copyright: All Rights Reserved ©2017

Year of Publication: 2017

Author: Komathi.A,Rathna mahalakshmi.R


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Analysis of content of the image is the primary objective in computer vision, particularly in image processing. In this digital period it has gained much responsiveness of peoples in research. Image Segmentation separates an image into its constituent regions or objects. Process of Image segmentation segments the object from the background to observe the image properly and discover the pels and pixels of the image carefully. In this perspective, edge detection is a primary tool for image segmentation. In this paper an endeavor is made to analyze and compare the performance of frequently applied edge detection parameters for image segmentation


[1]. Raman Maini and Dr. HimanshuAggarwal “Study and Comparison of various Image Edge Detection Techniques” International Journal of Image Processing (IJIP), Vol3: Issue (1). [2]. Chunxi Ma,; “An improved Sobel algorithm based on median filter”, Institute ofElectrical and Electronics Engineers, 2ndInternational IEEE conference, China, Volume:1, pp. 88-93, Aug 1, 2010. [3]. Yakimovsky Y., “Boundary and object detection in real world image”, Journal ACM, 23:599-618, 1976. [4]. D. Mintz, “Robust Consensus Based EdgeDetection”, CVGIP: Image Understanding, Volume 59, Issue 2, March 1994, pp. 137–153, 26 April 2002. [5]. Wang, Changhong, T. Chen, and Z. Qu., “A novel improved median filter for salt and pepper noise from highly corrupted images.” In Systems and Control inAeronautics and Astronautics (ISSCAA), vol. 3, pp. 718-722, 2010. [6]. C.NagaRaju ,S.NagaMani, G.rakesh Prasad,S.Sunitha,”Morphological Edge Detection Algorithm based on Multi-Structure Elements of Different Directions”,IJICT, Volume 1 No. 1, May 2011. [7]. Nick Kanopoulos, ; “Design of an Image Edge Detection Filter using the Sobel Operator”, Journal of Solid State Circuits,IEEE, vol. 23, Issue: 2, pp. 358-367, April 1988. [8]. M sudarsha ,p ganga Mohan and suryakanth v gangashetty ―Optimized edge detection algorithm for face recognition”. [9]. J. Canny, “A computational approach to edge detection,” IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 8, No. 6, pp. 679-698, Nov. 1986. [10]. Yakimovsky Y., “Boundary and object detection in real world image”, Journal ACM, 23:599-618, 1976.


Edge detection, image segmentation, MATLAB.

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