Speckle Noise Reduction for Medical Ultrasound Images Using Hybrid CNN-Transformer Network

被引：0
|
作者：
Sivaanpu, Anparasy [1 ]
Punithakumar, Kumaradevan [1 ]
Zheng, Rui [1 ]
Noga, Michelle [2 ]
Ta, Dean [1 ,3 ,5 ]
Lou, Edmond H. M. [4 ]
Le, Lawrence H. [1 ,5 ]
机构：
[1] ShanghaiTech University, School of Information Science and Technology, Shanghai,201210, China
[2] University of Alberta, Department of Radiology and Diagnostic Imaging, Edmonton,AB,T6G 1H9, Canada
[3] Fudan University, School of Information Science and Technology, Department of Biomedical Engineering, Shanghai,200437, China
[4] Fudan University, State Key Laboratory of Integrated Chips and Systems, Shanghai,200437, China
[5] University of Alberta, Department of Electrical and Computer Engineering, Edmonton,AB,T6G 1H9, Canada
来源：
IEEE Access | 2024年 / 12卷
关键词：
D O I：
10.1109/ACCESS.2024.3496907
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：168607 / 168625
相关论文
共 50 条
  • [31] RoadCT: A Hybrid CNN-Transformer Network for Road Extraction From Satellite Imagery
    Liu, Wei
    Gao, Shufeng
    Zhang, Chun
    Yang, Bijia
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 21 : 1 - 5
  • [32] Reducing Speckle Noise from Ultrasound Images Using an Autoencoder Network
    Karaoglu, Onur
    Bilge, Hasan Sakir
    Uluer, Ihsan
    [J]. 2020 28TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2020,
  • [33] CTHPose: An Efficient and Effective CNN-Transformer Hybrid Network for Human Pose Estimation
    Chen, Danya
    Wu, Lijun
    Chen, Zhicong
    Lin, Xufeng
    [J]. PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2023, PT V, 2024, 14429 : 327 - 339
  • [34] Landslide mapping based on a hybrid CNN-transformer network and deep transfer learning using remote sensing images with topographic and spectral features
    Wu, Lei
    Liu, Rui
    Ju, Nengpan
    Zhang, Ao
    Gou, Jingsong
    He, Guolei
    Lei, Yuzhu
    [J]. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 126
  • [35] Fast reduction of speckle noise in real ultrasound images
    Huang, Jie
    Yang, Xiaoping
    [J]. SIGNAL PROCESSING, 2013, 93 (04) : 684 - 694
  • [36] Speckle noise reduction of Ultrasound images Using Extra-Energy Reduction function
    Rahman, Mohammad Motiur
    Kumar, Mithun P. K.
    Borucki, B.
    Nowinski, K. S.
    Uddin, Mohammad Shorif
    [J]. 2013 INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS & VISION (ICIEV), 2013,
  • [37] An Efficient Technique for Speckle Noise Reduction in Ultrasound Images
    Gupta, Meenal
    Garg, Amit
    [J]. 2017 4TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2017, : 177 - 180
  • [38] Wavelet lifting for speckle noise reduction in ultrasound images
    Chen, Yuan
    Raheja, Amar
    [J]. 2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 3129 - 3132
  • [39] Fourier Based Discrete Shearlet Transform for Speckle Noise Reduction in Medical Ultrasound Images
    Abazari, Reza
    Lakestani, Mehrdad
    [J]. CURRENT MEDICAL IMAGING REVIEWS, 2018, 14 (03) : 477 - 483
  • [40] UCTNet: Uncertainty-guided CNN-Transformer hybrid networks for medical image segmentation
    Guo, Xiayu
    Lin, Xian
    Yang, Xin
    Yu, Li
    Cheng, Kwang-Ting
    Yan, Zengqiang
    [J]. PATTERN RECOGNITION, 2024, 152
12345