A Medical Image Segmentation Method Fusing Anisotropic Diffusion Model

被引:0
|
作者
Zhang, Meng-meng [1 ]
Ma, Ling [2 ]
Yang, Zhi-hui [2 ]
Yang, Yang [1 ]
Bai, Hui-hui [3 ]
机构
[1] N China Univ Technol, Coll Informat Engn, Beijing 100144, Peoples R China
[2] Univ Sci & Technol Beijing, Beijing 100083, Peoples R China
[3] Jiaotong Univ, Inst Informat Sci, Beijing 100044, Peoples R China
来源
关键词
medical image segmentation; anisotropic diffusion; structural similarity;
D O I
10.4028/www.scientific.net/AMR.268-270.1121
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The denoising principal of the anisotropic diffusion equation is studied. Adaptive filtering of image is realized by combining the improved image structural similarity algorithm and the anisotropic diffusion equation. This algorithm is applied to medical image segmentation. Experimental results show that the improved algorithm has good robustness and advantages in the application of adaptive medical image filtering and segmentation.
引用
收藏
页码:1121 / +
页数:2
相关论文
共 50 条
  • [41] Fusing feature and output space for unsupervised domain adaptation on medical image segmentation
    Wang, Shengsheng
    Fu, Zihao
    Wang, Bilin
    Hu, Yulong
    [J]. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2023, 33 (05) : 1672 - 1681
  • [42] A Novel Model and Method Based on Nash Equilibrium for Medical Image Segmentation
    Zhang, Tian Chi
    Zhang, Jing
    Zhang, Jian Pei
    Smith, Melvyn L.
    Hancock, Edwin R.
    [J]. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018, 8 (05) : 872 - 880
  • [43] A New Image Segmentation Method via Fusing NCut Eigenvectors Maps
    Zhang, Tiejun
    Abd El-Latif, Ahmed A.
    Wang, Ning
    Li, Qiong
    Niu, Xiamu
    [J]. FOURTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2012), 2012, 8334
  • [44] Medical image segmentation method based on geometric active contour model
    He, Ruiying
    [J]. ASIA-PACIFIC JOURNAL OF CLINICAL ONCOLOGY, 2022, 18 : 43 - 44
  • [45] An eSnake model for medical image segmentation
    Lv Hongyu1
    2. Key Laboratory of Pure and Applied Mathematics
    [J]. Progress in Natural Science:Materials International, 2005, (05) : 424 - 429
  • [46] Stochastic Model for Medical Image Segmentation
    Barzily, Zeev
    Ding, Mingyue
    Volkovich, Zeev
    [J]. 2014 NINTH INTERNATIONAL CONFERENCE ON AVAILABILITY, RELIABILITY AND SECURITY (ARES), 2015, : 362 - 369
  • [47] Medical Image Segmentation by MDP Model
    Lu, Yisu
    Chen, Wufan
    [J]. MIPPR 2011: PARALLEL PROCESSING OF IMAGES AND OPTIMIZATION AND MEDICAL IMAGING PROCESSING, 2011, 8005
  • [48] An eSnake model for medical image segmentation
    Lü, HY
    Yuan, KH
    Bao, SL
    Zu, DL
    Duan, CJ
    [J]. PROGRESS IN NATURAL SCIENCE-MATERIALS INTERNATIONAL, 2005, 15 (05) : 424 - 429
  • [49] MRI and CT Medical Image Fusion Based on Synchronized-Anisotropic Diffusion Model
    Zhu, Rui
    Li, Xiongfei
    Zhang, Xiaoli
    Ma, Mingrui
    [J]. IEEE ACCESS, 2020, 8 : 91336 - 91350
  • [50] Ambiguous Medical Image Segmentation using Diffusion Models
    Rahman, Aimon
    Valanarasu, Jeya Maria Jose
    Hacihaliloglu, Ilker
    Patel, Vishal M.
    [J]. 2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2023, : 11536 - 11546