Image edge detection using adaptive morphology Meyer Wavelet-CNN

被引:0
|
作者
Baek, YH [1 ]
Byun, OS [1 ]
Moon, SR [1 ]
机构
[1] Wonkwang Univ, Dept Elect Engn, Iksan 570749, Chun Buk, South Korea
关键词
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
Image happens being vague of boundary side in the object division of the digital image because it can be distorted by mixing with a noise doing the transmission or other elements of system. So, it is proposed the edge detection method of optimal to detect and divide exactly the boundary part. In this paper, after it does level up the boundary side of the image by using the adaptive morphology operation as threshold of the input image, it detected the optimal edge being applied this to wavelet-Cellular Neural Network(CNN), It compared with the conventional Sobel method that is the edge detection algorithm, and then it confirmed that the proposed algorithm is superior to the conventional methods.
引用
收藏
页码:1219 / 1222
页数:4
相关论文
共 50 条
  • [31] SW/SE-CNN: semi-wavelet and specific image edge extractor CNN for Gaussian image denoising
    Esteki, Shahram
    Naghsh-Nilchi, Ahmad R.
    NEURAL COMPUTING & APPLICATIONS, 2024, 36 (10): : 5447 - 5469
  • [32] SW/SE-CNN: semi-wavelet and specific image edge extractor CNN for Gaussian image denoising
    Shahram Esteki
    Ahmad R. Naghsh-Nilchi
    Neural Computing and Applications, 2024, 36 : 5447 - 5469
  • [33] Image Edge Detection Based on Adaptive Selection the Value of Structure Element of Mathematical Morphology
    Wang Xiuli
    ICECT: 2009 INTERNATIONAL CONFERENCE ON ELECTRONIC COMPUTER TECHNOLOGY, PROCEEDINGS, 2009, : 197 - 199
  • [34] Sparse view-CT based on photon counting detector using Multi-level Wavelet-CNN
    Lee, Minjae
    Kim, Hyemi
    Kim, Dohyeon
    Kim, Hee-Joung
    MEDICAL IMAGING 2020: PHYSICS OF MEDICAL IMAGING, 2020, 11312
  • [35] Disease Edge Detection of Medical CT Image Using Digital Wavelet Filter
    Cho, Woon
    Chung, Daewon
    Wu, Yuhan
    Jeon, Joonhyeon
    PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON ADVANCED CONTROL, AUTOMATION AND ARTIFICIAL INTELLIGENCE (ACAAI 2018), 2018, 155 : 77 - 79
  • [36] Adaptive image denoising and edge enhancement in scale-space using the wavelet transform
    Jung, CR
    Scharcanski, J
    PATTERN RECOGNITION LETTERS, 2003, 24 (07) : 965 - 971
  • [37] Machine Learning Methods for Abnormality Detection in Hard Disk Drive Assembly Process: Bi-LSTM, Wavelet-CNN and SVM
    Simongyi, Masayuti
    Chongstitvatana, Prabhas
    2018 2ND EUROPEAN CONFERENCE ON ELECTRICAL ENGINEERING AND COMPUTER SCIENCE (EECS 2018), 2018, : 392 - 399
  • [38] Adaptive edge detection based on multiscale wavelet features
    Zhai, Yishu
    Liu, Xiaoming
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 727 - 727
  • [39] Enhanced image classification using edge CNN (E-CNN)
    Shaima Safa aldin
    Noor Baha Aldin
    Mahmut Aykaç
    The Visual Computer, 2024, 40 : 319 - 332
  • [40] Enhanced image classification using edge CNN (E-CNN)
    Aldin, Shaima Safa
    Aldin, Noor Baha
    Aykac, Mahmut
    VISUAL COMPUTER, 2024, 40 (01): : 319 - 332