Skull-stripping MR Brain Images Using Anisotropic Diffusion Filtering And Morphological Processing

被引:0
|
作者
Gao, Jingjing [1 ]
Xie, Mei [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Elect Engn, Chengdu 610054, Peoples R China
关键词
Skull-stripping; Brain tissue; Anisotropic Diffusion Filtering; The edge detect; Morphological Processing;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The traditional methods for MRI image skull-stripping are not precise .Aiming at this problem, this paper develops method based on Anisotropic Diffusion Filtering and Morphological Processing. Firstly, it uses Anisotropic Diffusion Filter to smoothes noisy regions in the image. Secondly, the edge detector is used to locate the anatomical boundaries. Lastly, the task of the morphological processor is to select the pixel corresponding to the brain tissue from the original image. The results show that this method can segment brain precisely. The experiments show that this method can segment the brain and non-brain precisely, realize skull-stripping.
引用
收藏
页码:817 / 820
页数:4
相关论文
共 50 条
  • [1] A level set method for skull-stripping MR brain images
    Zhuang, HH
    Valentino, DJ
    2004 2ND IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: MACRO TO NANO, VOLS 1 AND 2, 2004, : 97 - 100
  • [2] Statistical shape model for automatic skull-stripping of brain images
    Lao, ZQ
    Shen, DG
    Davatzikos, C
    2002 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, PROCEEDINGS, 2002, : 855 - 858
  • [3] Convolutional neural networks for skull-stripping in brain MR imaging using silver standard masks
    Lucena, Oeslle
    Souza, Roberto
    Rittner, Leticia
    Frayne, Richard
    Lotufo, Roberto
    ARTIFICIAL INTELLIGENCE IN MEDICINE, 2019, 98 : 48 - 58
  • [4] Automated Skull Stripping in Brain MR Images
    Aruchamy, Srinivasan
    Bhattacharjee, Partha
    Kumar, Ravi Kant
    Sanyal, Goutam
    PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, : 2043 - 2047
  • [5] Skull-stripping magnetic resonance brain images using a model-based level set
    Zhuang, Audrey H.
    Valentino, Daniel J.
    Toga, Arthur W.
    NEUROIMAGE, 2006, 32 (01) : 79 - 92
  • [6] SynthStrip: skull-stripping for any brain image
    Hoopes, Andrew
    Mora, Jocelyn S.
    Dalca, Adrian V.
    Fischl, Bruce
    Hoffmann, Malte
    NEUROIMAGE, 2022, 260
  • [7] Robust Skull-Stripping Segmentation Based on Irrational Mask for Magnetic Resonance Brain Images
    Simona Moldovanu
    Luminița Moraru
    Anjan Biswas
    Journal of Digital Imaging, 2015, 28 : 738 - 747
  • [8] A Template-Based Automatic Skull-Stripping Approach for Mouse Brain MR Microscopy
    Lin, Lan
    Wu, Shuicai
    Yang, Chunlan
    MICROSCOPY RESEARCH AND TECHNIQUE, 2013, 76 (01) : 7 - 11
  • [9] Robust Skull-Stripping Segmentation Based on Irrational Mask for Magnetic Resonance Brain Images
    Moldovanu, Simona
    Moraru, Luminita
    Biswas, Anjan
    JOURNAL OF DIGITAL IMAGING, 2015, 28 (06) : 738 - 747
  • [10] Evaluation of various skull-stripping algorithms using simulated and real brain data
    Kim, YS
    Lee, JM
    Kim, JH
    Yoon, U
    Kim, IY
    Kim, SI
    CARS 2003: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS, 2003, 1256 : 1321 - 1321