Cellular automata for edge detection of images

被引:0
|
作者
Chang, CL [1 ]
Zhang, YJ [1 ]
Gdong, YY [1 ]
机构
[1] Dalian Maritime Univ, Dept Math, Dalian 116026, Peoples R China
关键词
cellular automata; edge detection; orientation information measure;
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
Cellular automata are discrete dynamical systems whose function is completely specified in terms of local relation. Guided by a suitable recipe, they can simulate a whole hierarchy of structures and phenomena. In this paper, a new method called cellular automata edge detection model is presented to extract the edge of the image. In this model, the information orientation method is used to deal with the gray scale matrix of the image, a new kind of neighborhood of cellular automata is defined, and then a suitable local rule of the cellular automata is designed. Cellular automata edge detection model can extract the edge of the image without people participating in the course. Meanwhile, it is a new attempt at the cellular automata model using on the image processing.
引用
收藏
页码:3830 / 3834
页数:5
相关论文
共 50 条
  • [21] Edge Detection Property of 2D Cellular Automata
    Jahan, Wani Shah
    EMERGING TRENDS IN EXPERT APPLICATIONS AND SECURITY, 2019, 841 : 81 - 87
  • [22] Theory of Cellular Automata and Its Application in Image Edge Detection
    Peng, Wang
    ISTM/2009: 8TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, 2009, : 977 - 979
  • [23] High Order Cellular Automata for Edge Detection: A Preliminary Study
    Formenti, Enrico
    Paquelin, Jean-Louis
    CELLULAR AUTOMATA, ACRI 2020, 2021, 12599 : 80 - 89
  • [24] Particle Swarm Optimization of Cellular Automata Rules for Edge Detection
    Dumitru, Delia
    Andreica, Anca
    Diosan, Laura
    Balint, Zoltan
    2019 21ST INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND NUMERIC ALGORITHMS FOR SCIENTIFIC COMPUTING (SYNASC 2019), 2020, : 320 - 325
  • [25] Fuzzy cellular learning automata for lesion detection in retina images
    Nejad, Hadi Chahkandi
    Azadbakht, Bakhtiar
    Adenihvand, Karim
    Mohammadi, Mohammad
    Mirzamohammad, Mahsa
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 27 (05) : 2297 - 2303
  • [26] Border detection in digital images with a simple cellular automata rule
    Scarioni, A
    Moreno, JA
    CELLULAR AUTOMATA: RESEARCH TOWARDS INDUSTRY, 1998, : 146 - 156
  • [27] Melanoma Detection in Dermoscopic Images Using a Cellular Automata Classifier
    Luna-Benoso, Benjamin
    Martinez-Perales, Jose Cruz
    Cortes-Galicia, Jorge
    Flores-Carapia, Rolando
    Silva-Garcia, Victor Manuel
    COMPUTERS, 2022, 11 (01)
  • [28] Text Detection on Natural Images Using Mnemonic Cellular Automata
    Zagoris, Konstantinos
    Pratikakis, Ioannis
    JOURNAL OF CELLULAR AUTOMATA, 2014, 9 (2-3) : 183 - 194
  • [29] Method of edge detection based on Non-linear cellular Automata
    Ha, Yan
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 6817 - 6821
  • [30] An Efficient Edge Detection Technique by Two Dimensional Rectangular Cellular Automata
    Mohammed, Jahangir
    Nayak, Deepak Ranjan
    2014 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2014,