Title :
Recognition of ultrasound images using wavelet transform and artificial neural networks
Author :
Juarez-Landin, Cristina ; Ponomaryov, Volodymyr ; Sanchez-Ramirez, Jose Luis
Author_Institution :
ESIME-Culhuacan, Nat. Polytech Inst.
Abstract :
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
Keywords :
backpropagation; biomedical ultrasonics; image recognition; medical image processing; neural nets; wavelet transforms; ANN; US; artificial neural networks; backpropagation; image recognition; ultrasound images; wavelet transform; Artificial neural networks; Character recognition; Discrete wavelet transforms; Frequency; Image analysis; Image recognition; Low pass filters; Pixel; Ultrasonic imaging; Wavelet transforms;
Conference_Titel :
Computational Advances in Multi-Sensor Adaptive Processing, 2005 1st IEEE International Workshop on
Conference_Location :
Puerto Vallarta
Print_ISBN :
0-7803-9322-8
DOI :
10.1109/CAMAP.2005.1574212
