Fusion of multi-frequency ultrasound imaging based on wavelet transform for guided screw insertion

被引:0
|
作者
Li, Xiangxin [1 ,2 ]
Jiao, Yang [1 ,2 ]
Xu, Yiwen [1 ,2 ]
Wang, Ninghao [1 ,2 ]
Cui, Yaoyao [1 ,2 ]
Shao, Weiwei [1 ,2 ]
机构
[1] Univ Sci & Technol China, Hefei, Peoples R China
[2] Chinese Acad Sci, Suzhou Inst Biomed Engn & Technol SIBET, Suzhou, Peoples R China
来源
2022 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IEEE IUS) | 2022年
基金
中国国家自然科学基金;
关键词
spinal fusion surgery; multi frequency ultrasound; wavelet transform; fusion method; multi frequency transducer;
D O I
10.1109/IUS54386.2022.9957689
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The insertion of pedicle screw is the most important step to fuse the damaged spines in spinal fusion surgery. Intraosseous ultrasound imaging can be used to guide the insertion of pedicle screw. However, it is difficult for an intraosseous ultrasound image to obtain high resolution and deep penetration simultaneously. To address these issues, a micro dual-frequency single element transducer was designed based on thickness and contour modes in our previous work. For further image, we proposed a multi-frequency ultrasound imaging fusion method based on wavelet transform (WT) which combined the advantages of high-frequency imaging and low-frequency imaging. The fusion method realizes dynamic fusion of high and low-frequency imaging through extracting the detail and approximate coefficients by multi-layer wavelet transform.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] ON ULTRASOUND IMAGING FOR GUIDED SCREW INSERTION IN SPINAL FUSION SURGERY
    Aly, Al-Hassan
    Ginsberg, Howard J.
    Cobbold, Richard S. C.
    ULTRASOUND IN MEDICINE AND BIOLOGY, 2011, 37 (04) : 651 - 664
  • [2] Multi-frequency and multi-attribute GPR data fusion based on 2-D wavelet transform
    Lu, Guoze
    Zhao, Wenke
    Forte, Emanuele
    Tian, Gang
    Li, Yong
    Pipan, Michele
    MEASUREMENT, 2020, 166
  • [3] A Dual-frequency Probe with Coded Excitation for Ultrasound Guided Screw Insertion in Spinal Fusion Surgery
    Yang, Chen
    Li, Peiyang
    Cui, Yaoyao
    Shao, Weiwei
    Wang, Ninghao
    Shen, Jun
    PROCEEDINGS OF THE 2020 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2020,
  • [4] Wavelet transform based method of measuring multi-frequency electrostatic force microscopy dynamic process
    Wang Jian-Hai
    Qian Jian-Qiang
    Dou Zhi-Peng
    Lin Rui
    Xu Ze-Yu
    Cheng Peng
    Wang Cheng
    Li Lei
    Li Ying-Zi
    ACTA PHYSICA SINICA, 2022, 71 (09)
  • [5] Multi-frequency therapeutic ultrasound: A review
    Zhang, Dong
    Wang, Xiaoyu
    Lin, Jiaji
    Xiong, Yongqin
    Lu, Haoxuan
    Huang, Jiayu
    Lou, Xin
    ULTRASONICS SONOCHEMISTRY, 2023, 100
  • [6] Multi-frequency probabilistic imaging fusion for impact localization on aircraft composite structures
    Deng, Deshuang
    Zeng, Xu
    Yang, Zhengyan
    Yang, Yu
    Zhang, Sheng
    Ma, Shuyi
    Xu, Hao
    Yang, Lei
    Wu, Zhanjun
    STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2025, 24 (01): : 185 - 201
  • [7] A New Fusion Rule of Multi-focus Image Fusion Based on Wavelet Transform
    Guan Biao
    Zhang Chen-chen
    Li Heng
    PROCEEDINGS OF THE 2018 2ND INTERNATIONAL CONFERENCE ON ALGORITHMS, COMPUTING AND SYSTEMS (ICACS 2018), 2018, : 26 - 29
  • [8] Image Fusion Method Based on Multi-band Wavelet Transform
    Wang, YuanGan
    ADVANCES IN COMPUTER SCIENCE, INTELLIGENT SYSTEM AND ENVIRONMENT, VOL 3, 2011, 106 : 151 - 157
  • [9] Submarine karst morphology detection method based on multi-frequency ultrasound
    Wang, Jin-chao
    Wang, Chuan-ying
    Han, Zeng-qiang
    Wang, Yi-teng
    Huang, Xiao-hua
    MEASUREMENT, 2020, 155
  • [10] Multi-frequency weak signal detection based on wavelet transform and parameter compensation band-pass multi-stable stochastic resonance
    Han, Dongying
    Li, Pei
    An, Shujun
    Shi, Peiming
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2016, 70-71 : 995 - 1010