Applying Thomson's Multitaper Approach to Reduce Speckle in Medical Ultrasound Imaging

被引:15
|
作者
Jensen, Are Charles [1 ]
Nasholm, Sven Peter [1 ]
Nilsen, Carl-Inge Colombo
Austeng, Andreas
Holm, Sverre
机构
[1] Univ Oslo, Dept Informat, Digital Signal Proc & Image Anal Grp, N-0316 Oslo, Norway
关键词
D O I
10.1109/TUFFC.2012.2444
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
To reduce the variance of speckle in coherent imaging systems, one must average images with different speckle realizations. Traditionally, these images have been formed by observing the target region from slightly different angles (spatial compounding) or by varying the involved temporal frequencies (frequency compounding). In this paper, we investigate a third option based on Thomson's multitaper approach to power spectrum estimation. The tapers are applied spatially, as array weights. Our investigations, based on both recorded ultrasound data and simulations, verify that the multitaper approach can be used for speckle reduction at a rate comparable to that of the more traditional method of spatial compounding. Because of the spectral concentration of the tapers, an added benefit is reduced side lobe levels, which can result in steeper edges and better definition of cyst-like structures.
引用
收藏
页码:2178 / 2185
页数:8
相关论文
共 50 条
  • [21] Edge Detail Preservation Technique for Enhancing Speckle Reduction Filtering Performance in Medical Ultrasound Imaging
    Kadah, Yasser M.
    Elnokrashy, Ahmed F.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (02) : 399 - 409
  • [22] Speckle noise removal in ultrasound medical imaging using envelope based time domain deconvolution
    Chira, Liviu-Teodor
    Rusu, Corneliu
    Girault, Jean-Marc
    2013 INTERNATIONAL SYMPOSIUM ON SIGNALS, CIRCUITS AND SYSTEMS (ISSCS), 2013,
  • [23] Principal Component Analysis Based Hybrid Speckle Noise Reduction Technique for Medical Ultrasound Imaging
    Kadah, Yasser M.
    Elnokrashy, Ahmed F.
    Alsaggaf, Ubaid M.
    Youssef, Abou-Bakr M.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (12) : 459 - 468
  • [24] Ultrasound Harmonic Imaging with Reducing Speckle Noise by an Interlaced Iterative Frequency Compounding Approach
    Guo, Wei
    Wang, Yuanyuan
    Yu, Jinhua
    2015 8TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI), 2015, : 34 - 39
  • [25] Ultrasound Harmonic Imaging with Reducing Speckle Noise by Spatial-Frequency Compounding Approach
    Guo, Wei
    Wang, Yuanyuan
    Yu, Jinhua
    SEVENTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2015), 2015, 9817
  • [26] A Robust Approach to Generalized Sidelobe Canceler for Medical Ultrasound Imaging
    Li, Jiake
    Wang, Yi
    Chen, Xiaodong
    Yang, Jin
    Yu, Daoyin
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018, 8 (01) : 88 - 93
  • [27] An optimized non-local LMMSE approach for speckle noise reduction of medical ultrasound images
    Rahimizadeh, Niloofar
    Hasanzadeh, Reza P. R.
    Janabi-Sharifi, Farrokh
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (06) : 9231 - 9253
  • [28] An optimized non-local LMMSE approach for speckle noise reduction of medical ultrasound images
    Niloofar Rahimizadeh
    Reza PR Hasanzadeh
    Farrokh Janabi-Sharifi
    Multimedia Tools and Applications, 2021, 80 : 9231 - 9253
  • [29] Applying deep learning approach to medical imaging for the diagnosis of dyssynergic defecation (DD)
    Rattanachaisit, P.
    Sangnark, S.
    Patcharatrakul, T.
    Gonlachanvit, S.
    Vateekul, P.
    NEUROGASTROENTEROLOGY AND MOTILITY, 2023, 35
  • [30] Applying deep learning approach to medical imaging for the diagnosis of dyssynergic defecation (DD)
    Rattanachaisit, P.
    Sangnark, S.
    Patcharatrakul, T.
    Gonlachanvit, S.
    Vateekul, P.
    NEUROGASTROENTEROLOGY AND MOTILITY, 2023, 35