RETRACTED: A SUPPORT VECTOR MACHINE APPROACH FOR EDGE DETECTION IN NOISY IMAGES (Retracted Article)

被引：0
|
作者：
Zhang, Jian-Min [1 ]
Li, Lei [1 ]
机构：
[1] Nanjing Univ Posts & Telecommun, Coll Automat, Nanjing 210003, Peoples R China
来源：
PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6 | 2009年
关键词：
Edge detection; Support vector machines; Image denoising; Learning methods;
D O I：
10.1109/ICMLC.2009.5212422
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
An innovative edge detection method, using the support vector machine, is presented in this paper. This method shows how to use the SVM to detect edge in an efficient way. The noisy images are processed in two ways in this paper, first reducing the noise by using the SVM regression networks filter and then performing the classification using the SVM classification. The experimental results indicate that this method is near equal to the Canny in the performance and is fast in the speed when the images are affected by impulsive noise.
引用
收藏
页码：965 / +
页数：2
相关论文
共 50 条
  • [21] RETRACTED: Brain image classification by the combination of different wavelet transforms and support vector machine classification (Retracted Article)
    Mishra, Shailendra Kumar
    Deepthi, V. Hima
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 12 (06) : 6741 - 6749
  • [22] RETRACTED: Evaluation of SMEs' Credit Decision Based on Support Vector Machine-Logistics Regression (Retracted Article)
    Xie, Rui
    Liu, Rui
    Liu, Xian-Bei
    Zhu, Jia-Ming
    JOURNAL OF MATHEMATICS, 2021, 2021
  • [23] RETRACTED: Data Acquisition through Mobile Sink for WSNs with Obstacles Using Support Vector Machine (Retracted Article)
    Sulakshana, Guduri
    Kamatam, Govardhan Reddy
    JOURNAL OF SENSORS, 2022, 2022
  • [24] RETRACTED ARTICLE: Traffic identification and traffic analysis based on support vector machine
    Youchan Zhu
    Yi Zheng
    Neural Computing and Applications, 2020, 32 : 1903 - 1911
  • [25] RETRACTED ARTICLE: Brain tumor identification and classification of MRI images using data augmented support vector machine
    R. D. Dhaniya
    K. M. Umamaheswari
    Cognitive Neurodynamics, 2022, 16 : 973 - 973
  • [26] RETRACTED: Robust Adaptive Beamforming Using Support Vector Machines (Retracted Article)
    Ren, Xiaoying
    Wang, Yingmin
    Guo, Tuo
    Wang, Qi
    IEEE ACCESS, 2020, 8 : 137955 - 137965
  • [27] RETRACTED: Applicataion of Support Vector Regression in Network Performance Evaluation (Retracted Article)
    Song Hai-Sheng
    2011 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL SCIENCE-ICEES 2011, 2011, 11
  • [28] RETRACTED: An improved approach for automatic spine canal segmentation using probabilistic boosting tree (PBT) with fuzzy support vector machine (Retracted Article)
    Viji, C.
    Rajkumar, N.
    Suganthi, S. T.
    Venkatachalam, K.
    Kumar, T. Rajesh
    Pandiyan, Sanjeevi
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 12 (06) : 6527 - 6536
  • [29] RETRACTED: Ensemble Classification Approach for Sarcasm Detection (Retracted Article)
    Godara, Jyoti
    Batra, Isha
    Aron, Rajni
    Shabaz, Mohammad
    BEHAVIOURAL NEUROLOGY, 2021, 2021
  • [30] RETRACTED: Employing Multimodal Machine Learning for Stress Detection (Retracted Article)
    Walambe, Rahee
    Nayak, Pranav
    Bhardwaj, Ashmit
    Kotecha, Ketan
    JOURNAL OF HEALTHCARE ENGINEERING, 2021, 2021
12345