Edge based noise reduction of ultrasound prostate images using the wavelet transform

被引:0
|
作者
Zhao, FW [1 ]
deSilva, CJS [1 ]
机构
[1] Univ Western Australia, Ctr Intelligent Informat Proc Syst, Nedlands, WA 6907, Australia
关键词
wavelets; ultrasound; edge detection; speckle noise; reduction;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A noise reduction scheme based on multi-scale products in the wavelet transform domain is proposed and applied to prostate ultrasound images and the preliminary results are promising. Most of the important features of the original image are preserved while most of the speckle noise is removed.
引用
收藏
页码:794 / 795
页数:2
相关论文
共 50 条
  • [41] Multiresolution edge detection in noisy images using wavelet transform
    Lu, QH
    Zhang, XM
    PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9, 2005, : 5235 - 5240
  • [42] Noise reduction of subsurface radar images using a 2-D parabolic wavelet transform
    Sato, T
    Fuse, E
    IGARSS '98 - 1998 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, PROCEEDINGS VOLS 1-5: SENSING AND MANAGING THE ENVIRONMENT, 1998, : 1760 - 1762
  • [43] Noise Reduction in Breath Sound Files Using Wavelet Transform Based Filter
    Syahputra, M. F.
    Situmeang, S. I. G.
    Rahmat, R. F.
    Budiarto, R.
    IAES INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTER SCIENCE AND INFORMATICS, 2017, 190
  • [44] SPECKLE NOISE REDUCTION OF TIME SERIES SAR IMAGES BASED ON WAVELET TRANSFORM AND KALMAN FILTER
    Aghabalaei, Amir
    Amerian, Yazdan
    Ebadi, Hamid
    Maghsoudi, Yasser
    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 625 - 628
  • [45] Speckle Noise Removal in Ultrasound Images with Stationary Wavelet Transform and Canny Operator
    Wang, Huan
    Wu, Chengdong
    Chi, Jianning
    Yu, Xiaosheng
    Hu, Qian
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 7822 - 7827
  • [46] A new wavelet family for speckle noise reduction in medical ultrasound images
    Leal, Andreia Seixas
    Paiva, Henrique Mohallem
    MEASUREMENT, 2019, 140 : 572 - 581
  • [47] Dual-tree Wavelet Based Algorithm for Speckle Reduction and Edge Enhancement in Ultrasound Images
    Yen, Wen-Chien
    Tai, Shen-Chuan
    2010 3RD INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI 2010), VOLS 1-7, 2010, : 208 - 212
  • [48] Noise reduction of echocardiographic images using wavelet filtering
    Kang, SC
    Lee, SM
    Hong, SH
    ICSP '98: 1998 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1998, : 267 - 270
  • [49] Noise reduction of echocardiographic images using wavelet filtering
    Kang, Su Cheol
    Lee, Sang Min
    Hong, Seung Hong
    International Conference on Signal Processing Proceedings, ICSP, 1998, 1 : 267 - 270
  • [50] Prostate Ultrasound Image Segmentation Algorithm Based on Wavelet Transform
    Yang, Shubin
    Tian, Ying
    DCABES 2008 PROCEEDINGS, VOLS I AND II, 2008, : 1454 - 1457