Edge Detection in MRI of Head Scans Using Fuzzy Logic

被引:0
|
作者
Somasundaram, K. [1 ]
Ezhilarasan, K. [1 ]
机构
[1] Gandhigram Rural Inst Deemed Univ, Dept Comp Sci & Applicat, Image Proc Lab, Chinnalapatti, Tamil Nadu, India
关键词
edge detection; brain segmentation; Magnetic Resonance Images;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper we propose a method for Edge Detection in MRI of human head scans. Edge detection is one of the pre-segmentation processes of MRI head scans. MRI head scans are used to visualize the internal structure of human head in 3-Dimension. The brain segmentation from MRI head scan is a major work in head scan analysis. In the proposed method we make use of 32 fuzzy logic for edge detection. It is less in computational complexity in searching for edges when compared to Sobel and Canny edge detectors. Application of the proposed method on several MRI scans show that it produces sharp and clear edges that can be used for segmenting brain portions in MRI of human head scans.
引用
收藏
页码:131 / 135
页数:5
相关论文
共 50 条
  • [1] Edge Detection Techniques Using Fuzzy Logic
    Anas, Essa
    [J]. 2016 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2016, : 169 - 173
  • [2] Edge detection in digital images using fuzzy logic technique
    Alshennawy, Abdallah A.
    Aly, Ayman A.
    [J]. World Academy of Science, Engineering and Technology, 2009, 39 : 185 - 193
  • [3] Edge Detection Using Fuzzy Logic (Fuzzy Sobel, Fuzzy Template, and Fuzzy Inference System)
    Katoch, Rachita
    Bhogal, Rosepreet Kaur
    [J]. INTELLIGENT COMMUNICATION, CONTROL AND DEVICES, ICICCD 2017, 2018, 624 : 741 - 752
  • [4] Retraction Note: Edge detection of satellite image using fuzzy logic
    R. Dhivya
    R. Prakash
    [J]. Cluster Computing, 2023, 26 (Suppl 1) : 67 - 67
  • [5] EDGE DETECTION IN FICUS CARICA TREE IMAGES USING FUZZY LOGIC
    Gravalos, I.
    Kateris, D.
    Gialamas, T.
    Xyradakis, P.
    Alfieris, N.
    Pigis, P.
    [J]. PROCEEDING OF 6TH INTERNATIONAL CONFERENCE ON TRENDS IN AGRICULTURAL ENGINEERING 2016, 2016, : 155 - 161
  • [6] RETRACTED ARTICLE: Edge detection of satellite image using fuzzy logic
    R. Dhivya
    R. Prakash
    [J]. Cluster Computing, 2019, 22 : 11891 - 11898
  • [7] Edge Detection Technique by Fuzzy Logic and Cellular Learning Automata using Fuzzy Image Processing
    Patel, Dhiraj Kumar
    More, Sagar A.
    [J]. 2013 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS, 2013,
  • [8] RETRACTED: Edge detection of satellite image using fuzzy logic (Retracted Article)
    Dhivya, R.
    Prakash, R.
    [J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 5): : 11891 - 11898
  • [9] Image Edge Detection Algorithm Based on Fuzzy Logic
    Zhao, Jian
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER, NETWORKS AND COMMUNICATION ENGINEERING (ICCNCE 2013), 2013, 30 : 530 - 532
  • [10] Plant leaf edge detection based on fuzzy logic
    [J]. Chen, J. (chenjie1968@163.com), 1600, Chinese Society of Agricultural Machinery (44):