Recognition of ultrasound images using wavelet transform and artificial neural networks

被引：0
|
作者：
Juarez-Landin, C
Ponomaryov, V
Sanchez-Ramirez, JL
机构：
来源：
IEEE CAMSAP 2005: First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing | 2005年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
It is presented the development of two methods for recognition of ultrasound images (US) using artificial neural networks (ANN). In the first method, a neural network of the backpropagation type was used, and the second one it has been implemented a stage of extraction of characteristics applying the Wavelet transform before ANN using. The experimental results have shown the advantages and drawbacks of each a method.
引用
收藏
页码：173 / 176
页数：4
相关论文
共 50 条
  • [41] Classification of ballistocardiography using wavelet transform and neural networks
    Yu, XS
    Dent, D
    Osborn, C
    [J]. PROCEEDINGS OF THE 18TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 18, PTS 1-5, 1997, 18 : 937 - 938
  • [42] Recognition of fingerprints enhanced by contourlet transform with artificial neural networks
    Altun, Adem Alpaslan
    Allahverdi, Novruz
    [J]. ITI 2006: PROCEEDINGS OF THE 28TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES, 2006, : 167 - +
  • [43] Detection high impedance fault in distribution feeder using wavelet transform and artificial neural networks
    Yang, MT
    Gu, JC
    Jeng, CY
    Kao, WS
    [J]. 2004 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY - POWERCON, VOLS 1 AND 2, 2004, : 652 - 657
  • [44] Photovoltaic system faults diagnosis using discrete wavelet transform based artificial neural networks
    Bengharbi, Abdelkader Azzeddine
    Laribi, Saadi Souad
    Allaoui, Tayeb
    Mimouni, Amina
    [J]. ELECTRICAL ENGINEERING & ELECTROMECHANICS, 2022, (06) : 42 - 47
  • [45] Shaft Crack Identification Using Artificial Neural Networks and Wavelet Transform Data of a Transient Rotor
    Babu, T. Ramesh
    Sekhar, A. S.
    [J]. ADVANCES IN VIBRATION ENGINEERING, 2010, 9 (03): : 207 - 214
  • [46] A Study on Spiral Bevel Gear Fault Detection Using Artificial Neural Networks and Wavelet Transform
    Fu Bibo
    Fang Zongde
    [J]. ADVANCES IN POWER TRANSMISSION SCIENCE AND TECHNOLOGY, 2011, 86 : 214 - 217
  • [47] Prediction of wavelet transform coefficients using neural networks applied to lossless compression of multispectral images
    Acevedo, Daniel G.
    Ruedin, Ana M. C.
    Seijas, Leticia M.
    [J]. SATELLITE DATA COMPRESSION, COMMUNICATIONS, AND ARCHIVING III, 2007, 6683
  • [48] An Approach to Detection of High Impedance Fault Using Discrete Wavelet Transform and Artificial Neural Networks
    Vahidi, Behrooz
    Ghaffarzadeh, Navid
    Hosseinian, Sayed Hosein
    Ahadi, Seyed Mohammad
    [J]. SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2010, 86 (04): : 203 - 215
  • [49] EEG recognition based on multiple types of information by using wavelet packet transform and neural networks
    Wang, Baojun
    Jun, Liu
    Bai, Jing
    Peng, Le
    Li, Yan
    Li, Guang
    [J]. 2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 5377 - 5380
  • [50] Invariant 2D object recognition using the wavelet transform and structured neural networks
    Khalil, MI
    Bayoumi, MM
    [J]. WAVELET APPLICATIONS VI, 1999, 3723 : 330 - 340
12345