An Edge detection technique with image segmentation using Ant Colony Optimization: A review

被引:0
|
作者
Kaur, Simranpreet [1 ]
Kaur, Prabhpreet [1 ]
机构
[1] GNDU, Dept CSE, Amritsar, Punjab, India
关键词
Image processing; Image segmentation; Edge detection; Ant Colony Optimization;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The image processing is the strategy which is put on process different characteristics of the image. Many image processing based programs require the detection and the acceptance of the things. Segmentation is a vital task for such purposes. In computer vision, image segmentation is the task of splitting a digital image into numerous segments.. The goal of segmentation is to simplify and/or change the representation of a picture into anything that is more significant and easier to analyze. In that work, means of edge detection is analyzed which is predicated on picture segmentation. Ant Colony Optimization presents an alternative method of image edge detection. Ant colony optimization (ACO) is a population-based metaheuristic that mimics the foraging conduct of ants to locate estimated answers to difficult optimization problems.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] 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
  • [2] Ant Colony Optimization for Image Edge Detection
    Veronica Baterina, Anna
    Oppus, Carlos
    [J]. ISPRA '09: PROCEEDINGS OF THE 9TH WSEAS INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, ROBOTICS AND AUTOMATION, 2010, : 220 - +
  • [3] IMAGE SEGMENTATION BASED ON EDGE DETECTION USING K-MEANS AND AN IMPROVED ANT COLONY OPTIMIZATION
    Ju, Zeng-Wei
    Chen, Jia-Zhong
    Zhou, Jing-Li
    [J]. PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4, 2013, : 297 - 303
  • [4] SEGMENTATION AND EDGE DETECTION BASED ON MODIFIED ANT COLONY OPTIMIZATION FOR IRIS IMAGE PROCESSING
    Biniaz, Abbas
    Abbasi, Ataollah
    [J]. JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH, 2013, 3 (02) : 133 - 141
  • [5] An Ant Colony Optimization Algorithm For Image Edge Detection
    Tian, Jing
    Yu, Weiyu
    Me, Shengli
    [J]. 2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, : 751 - 756
  • [6] Ant Colony Optimization Variants in Image Edge Detection
    Koner, Susmita
    Acharyya, Sriyankar
    [J]. 2014 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2014,
  • [7] Ant colony optimization for image segmentation
    Wang, XN
    Feng, YJ
    Feng, ZR
    [J]. PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 5355 - 5360
  • [8] 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
  • [9] ACCURACY Detection of Digital Image Forgery by Using Ant Colony Optimization Technique
    Singh, Sarvjit
    Agrawal, Sunil
    Singh, Gagandeep
    [J]. 4TH INTERNATIONAL CONFERENCE ON ADVANCEMENTS IN ENGINEERING & TECHNOLOGY (ICAET-2016), 2016, 57
  • [10] 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