Ant colony optimization technique for edge detection using fuzzy triangular membership function

被引：0
|
作者：
Ruchika Singh
Munish Vashishath
S. Kumar
机构：
[1] YMCA University of Science and Technology,Department of Electronics Engineering
[2] YMCA University of Science & Technology,Department of Mechanical Engineering
来源：
International Journal of System Assurance Engineering and Management | 2019年 / 10卷
关键词：
Image segmentation; Edge detection; Membership function;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Edge recognition is one of the fastest growing image segmentation process. It is reported existing edge detection process shows low performance high time complexity, if the volume of image is enlarged. Furthermore, condition becomes more revered in the existence of gaps between the edge’s pixels. Therefore in this work one of the bio inspired technique Ant Colony Optimization based approach is used to identify edges of a ship in ocean water. To reduced time complexity triangular fuzzy member ship function is used. The results of proposed work confirm clear edges of small and partial objects.
引用
收藏
页码：91 / 96
页数：5
相关论文
共 50 条
  • [1] Ant colony optimization technique for edge detection using fuzzy triangular membership function
    Singh, Ruchika
    Vashishath, Munish
    Kumar, S.
    [J]. INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2019, 10 (01) : 91 - 96
  • [2] A Novel Approach for Edge Detection using Ant Colony Optimization and Fuzzy Derivative Technique
    Verma, Om Prakash
    Hanmandlu, Madasu
    Kumar, Puneet
    Srivastava, Shivangi
    [J]. 2009 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE, VOLS 1-3, 2009, : 1205 - +
  • [3] Research on optimization of fuzzy membership function based on ant colony algorithm
    Chang Jianghui
    Zhao Yongsheng
    Wei Chongzhu
    [J]. 2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 239 - +
  • [4] Image Edge Detection with Fuzzy Ant Colony Optimization Algorithm
    Dorrani, Z.
    Farsi, H.
    Mohamadzadeh, S.
    [J]. INTERNATIONAL JOURNAL OF ENGINEERING, 2020, 33 (12): : 2464 - 2470
  • [5] An Edge detection technique with image segmentation using Ant Colony Optimization: A review
    Kaur, Simranpreet
    Kaur, Prabhpreet
    [J]. PROCEEDINGS OF 2016 ONLINE INTERNATIONAL CONFERENCE ON GREEN ENGINEERING AND TECHNOLOGIES (IC-GET), 2016,
  • [6] Edge Detection on an Image Using Ant Colony Optimization
    Hinduja, P.
    Suresh, K.
    Kiran, B. Ravi
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION TECHNOLOGIES, IC3T 2015, VOL 3, 2016, 381 : 593 - 599
  • [7] A New Methodology for Membership Function Design using Ant Colony Optimization
    Lizarraga Olivas, Evelia
    Castillo, Oscar
    Soria, Jose
    Melin, Patricia
    [J]. 2013 IEEE SYMPOSIUM ON SWARM INTELLIGENCE (SIS), 2013, : 40 - 47
  • [8] Ant Colony Optimization for Membership Function Design for a Water Tank Fuzzy Logic Controller
    Lizarraga Olivas, Evelia
    Castillo, Oscar
    Valdez, Fevrier
    Soria, Jose
    [J]. PROCEEDINGS OF THE 2013 IEEE WORKSHOP ON HYBRID INTELLIGENT MODELS AND APPLICATIONS (HIMA), 2013, : 27 - 34
  • [9] Edge detection in digital images using Ant Colony Optimization
    Rafsanjani, Marjan Kuchaki
    Varzaneh, Zahra Asghari
    [J]. COMPUTER SCIENCE JOURNAL OF MOLDOVA, 2015, 23 (03) : 343 - 359
  • [10] Edge Detection of Malaria Parasites Using Ant Colony Optimization
    Kaur, Damandeep
    Walia, Gurjot Kaur
    [J]. PROCEEDINGS OF 4TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMPUTING AND CONTROL (ISPCC 2K17), 2017, : 451 - 456
12345