Image Edge Detection Based on Oscillation

被引：0
|
作者：
范宏 [1 ]
王直杰 [2 ]
机构：
[1] Glorious Sun School of Business and Management,Donghua University,Shanghai 200051
[2] College of Information Science and Technology,Donghua University,Shanghai 200051
来源：
Journal of Donghua University(English Edition) | 2005年 / 03期
关键词：
image edge detection; pulse neural network; synchrony;
D O I：
10.19884/j.1672-5220.2005.03.017
中图分类号：
TP274.4 [];
学科分类号：
0804 ; 080401 ; 080402 ; 081002 ; 0835 ;
摘要：
A new method for image edge detection based on a pulse neural network is proposed in this paper. The network is locally connected. The external input of each neuron of the network is gray value of the corresponding pixel. The synchrony of the neuron and its neighbors is detected by detection neurons. The edge of the image can be read off at minima of the total activity of the detection neurons.
引用
收藏
页码：88 / 91
页数：4
相关论文
共 50 条
  • [41] A new construction of an image edge detection mask based on Caputo-Fabrizio fractional derivative
    Aboutabit, N.
    VISUAL COMPUTER, 2021, 37 (06) : 1545 - 1557
  • [42] A Novel Image Edge Detection Method Based on Multi-Population Ant Colony Optimization
    Wang, Shu
    2019 6TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE 2019), 2019, : 91 - 94
  • [43] Study of fluid edge detection and tracking method in glass flume based on image processing technology
    Du, Hai
    Li, Muguo
    Meng, Juan
    ADVANCES IN ENGINEERING SOFTWARE, 2017, 112 : 117 - 123
  • [44] An Image Edge Detection Based on the Orientation Response Mechanisms of an Integrate-and-fire Neurons Model
    Ni, Hongxia
    Wu, Wei
    NINTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2017), 2017, 10420
  • [45] Edge Detection Algorithm Optimization and Simulation Based on Machine Learning Method and Image Depth Information
    Cui, Jichao
    Tian, Kun
    IEEE SENSORS JOURNAL, 2020, 20 (20) : 11770 - 11777
  • [46] PCNN double step firing mode for image edge detection
    Deng, Xiangyu
    Yang, Yahan
    Zhang, Huan
    Ma, Yide
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (19) : 27187 - 27213
  • [47] Image Edge Detection using Pseudo-Boolean Polynomials
    Chikake, Tendai Mapungwana
    Goldengorin, Boris
    SIXTEENTH INTERNATIONAL CONFERENCE ON MACHINE VISION, ICMV 2023, 2024, 13072
  • [48] ET: Edge-Enhanced Transformer for Image Splicing Detection
    Sun, Yu
    Ni, Rongrong
    Zhao, Yao
    IEEE SIGNAL PROCESSING LETTERS, 2022, 29 : 1232 - 1236
  • [49] PCNN double step firing mode for image edge detection
    Xiangyu Deng
    Yahan Yang
    Huan Zhang
    Yide Ma
    Multimedia Tools and Applications, 2022, 81 : 27187 - 27213
  • [50] Grayscale Image Edge Detection Based on Pulse-Coupled Neural Network and Particle Swarm Optimization
    Wang, Jiesheng
    Cong, Fengwu
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 2576 - 2579
12345