A Modified Ant-Based Approach to Edge Detection

被引：0
|
作者：
Aydin, Dogan [1 ]
机构：
[1] Ege Univ, Dept Comp Engn, TR-35100 Izmir, Turkey
来源：
COMPUTATIONAL COLLECTIVE INTELLIGENCE: SEMANTIC WEB, SOCIAL NETWORKS AND MULTIAGENT SYSTEMS | 2009年 / 5796卷
关键词：
Edge detection; ant-based algorithm; ideal edge structures; COLONY OPTIMIZATION ALGORITHM;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A modified ant-based edge detector is presented. It is based oil the distribution of ants oil an image. Ants try to Find possible edges by using a heuristic function based oil 3x3 ideal edge structures. Visual comparisons show that the modified algorithm gives finer details and thinner edges at lesser computational times when compared to earlier ant-based approaches. When compared to standard edge detection methods, it provides finer details than others except Canny's, with slightly more occurrence of broadening
引用
收藏
页码：620 / 628
页数：9
相关论文
共 50 条
  • [1] An Efficient Ant-Based Edge Detector
    Aydin, Dogan
    TRANSACTIONS ON COMPUTATIONAL COLLECTIVE INTELLIGENCE I, 2010, 6220 : 39 - 55
  • [2] A Modified Ant Colony Based Approach to Digital Image Edge Detection
    Ayanzadeh, Aydin
    Pourghaemi, Hossein
    Seyfari, Yousef
    2015 2ND INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED ENGINEERING AND INNOVATION (KBEI), 2015, : 503 - 508
  • [3] An ant-based approach to color reduction
    Ghanbarian, Avazeh Tashakkori
    Kabir, Ehasanollah
    ANT COLONY OPTIMIZATION AND SWARM INTELLIGENCE, PROCEEDINGS, 2006, 4150 : 364 - 371
  • [4] Parallelization of an ant-based clustering approach
    Gunes, Ozlem Gemici
    Uyar, A. Sima
    KYBERNETES, 2010, 39 (04) : 656 - 677
  • [5] Ant-based approach to mobile agent traversal
    Izumi, T
    Masuzawa, T
    BIOLOGICALLY INSPIRED APPROACHES TO ADVANCED INFORMATION TECHNOLOGY, 2004, 3141 : 350 - 363
  • [6] An improved ant-based classifier for intrusion detection
    He, Junbing
    Long, Dongyang
    Chen, Chuan
    ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS, 2007, : 819 - +
  • [7] Ant-based approach to the knowledge fusion problem
    Martens, David
    De Backer, Manu
    Haesen, Raf
    Baesens, Bart
    Mues, Christophe
    Vanthienen, Jan
    ANT COLONY OPTIMIZATION AND SWARM INTELLIGENCE, PROCEEDINGS, 2006, 4150 : 84 - 95
  • [8] Enhancing Ant-Based Algorithms for Medical Image Edge Detection by Admissible Perturbations of Demicontractive Mappings
    Berinde, Vasile
    Ticala, Cristina
    SYMMETRY-BASEL, 2021, 13 (05):
  • [9] Ant-based computing
    Michael, L
    ADVANCES IN ARTIFICAL LIFE, PROCEEDINGS, 2005, 3630 : 572 - 583
  • [10] Ant-Based Computing
    Michael, Loizos
    ARTIFICIAL LIFE, 2009, 15 (03) : 337 - 349
12345