Automatic image sementation based on a simplified pulse coupled neural network

被引：0
|
作者：
Bi, YW [1 ]
Qiu, TS [1 ]
Li, XB [1 ]
Guo, Y [1 ]
机构：
[1] Dalian Univ Technol, Sch Elect & Informat Engn, Dalian 116024, Peoples R China
来源：
ADVANCES IN NEURAL NETWORKS - ISNN 2004, PT 2 | 2004年 / 3174卷
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Recent researches indicate that pulse coupled neural network (PCNN) can be effectively utilized in image segmentation. However, the near optimal parameter set should always be predetermined to achieve desired segmentation result for different images, which impedes its application for segmentation of various images. So far as that is concerned, there is no method of adaptive parameter determination for automatic real-time image segmentation. To solve the problem, this paper brings forward a new automatic segmentation method based on a simplified PCNN with the parameters determined by images' spatial and grey characteristics adaptively. The proposed algorithm is applied to different images and the experimental results demonstrate its validity.
引用
收藏
页码：405 / 410
页数：6
相关论文
共 50 条
  • [21] An improved pulse coupled neural network for image processing
    Luping Ji
    Zhang Yi
    Lifeng Shang
    Neural Computing and Applications, 2008, 17 : 255 - 263
  • [22] An improved pulse coupled neural network for image processing
    Ji, Luping
    Yi, Zhang
    Shang, Lifeng
    NEURAL COMPUTING & APPLICATIONS, 2008, 17 (03): : 255 - 263
  • [23] Image Fusion of Fibrous Fracture Surface Based on Pulse Coupled Neural Network
    Ma Song
    Feng Weichen
    Lin Xiaolong
    Zhang Jiaquan
    2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, : 76 - 79
  • [24] An adaptive image segmentation method based on a modified pulse coupled neural network
    Li, Min
    Cai, Wei
    Li, Xiao-yan
    ADVANCES IN NATURAL COMPUTATION, PT 1, 2006, 4221 : 471 - 474
  • [25] Image fusion scheme based on modified dual pulse coupled neural network
    El-taweel, Ghada Sami
    Helmy, Ashraf Khaled
    IET IMAGE PROCESSING, 2013, 7 (05) : 407 - 414
  • [26] Algorithm of image segmentation based on the improved pulse coupled neural network model
    Yang, Na
    Chen, Hou-Jin
    Li, Yan-Feng
    Hao, Xiao-Li
    Yao, Chang
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2013, 43 (03): : 758 - 763
  • [27] Remote sensing image segmentation based on a modified pulse coupled neural network
    Li, Sun
    Hua, Nian
    OPTICAL SENSING AND IMAGING TECHNOLOGIES AND APPLICATIONS, 2018, 10846
  • [28] Finger-Vein Image Enhancement Based on Pulse Coupled Neural Network
    Lei, Lei
    Xi, Feng
    Chen, Shengyao
    IEEE ACCESS, 2019, 7 : 57226 - 57237
  • [29] The Content-Based Image Retrieval using the Pulse Coupled Neural Network
    Yonekawa, Masato
    Kurokawa, Hiroaki
    2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2012,
  • [30] Image identification system based on an optical broadcast neural network and a pulse coupled neural network preprocessor stage
    Lamela, Horacio
    Ruiz-Llata, Marta
    APPLIED OPTICS, 2008, 47 (10) : B52 - B63
12345