Recognition of ultrasound images using wavelet transform and artificial neural networks

Cristina Juarez-Landin; Volodymyr Ponomaryov; Jose Luis Sanchez-Ramirez

doi:10.1109/CAMAP.2005.1574212

Recognition of ultrasound images using wavelet transform and artificial neural networks

Cristina Juarez-Landin, Volodymyr Ponomaryov, Jose Luis Sanchez-Ramirez

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

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.

Original language	English
Title of host publication	IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing
Pages	173-176
Number of pages	4
DOIs	https://doi.org/10.1109/CAMAP.2005.1574212
State	Published - 2005
Event	IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing - Puerto Vallarta, Mexico Duration: 13 Dec 2005 → 15 Dec 2005

Publication series

Name	IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing
Volume	2005

Conference

Conference	IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing
Country/Territory	Mexico
City	Puerto Vallarta
Period	13/12/05 → 15/12/05

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10.1109/CAMAP.2005.1574212

Cite this

Juarez-Landin, C., Ponomaryov, V., & Sanchez-Ramirez, J. L. (2005). Recognition of ultrasound images using wavelet transform and artificial neural networks. In IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (pp. 173-176). Article 1574212 (IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing; Vol. 2005). https://doi.org/10.1109/CAMAP.2005.1574212

Juarez-Landin, Cristina ; Ponomaryov, Volodymyr ; Sanchez-Ramirez, Jose Luis. / Recognition of ultrasound images using wavelet transform and artificial neural networks. IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. 2005. pp. 173-176 (IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing).

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title = "Recognition of ultrasound images using wavelet transform and artificial neural networks",

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.",

author = "Cristina Juarez-Landin and Volodymyr Ponomaryov and Sanchez-Ramirez, {Jose Luis}",

year = "2005",

doi = "10.1109/CAMAP.2005.1574212",

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series = "IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing",

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booktitle = "IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing",

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Juarez-Landin, C, Ponomaryov, V & Sanchez-Ramirez, JL 2005, Recognition of ultrasound images using wavelet transform and artificial neural networks. in IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing., 1574212, IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, vol. 2005, pp. 173-176, IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Puerto Vallarta, Mexico, 13/12/05. https://doi.org/10.1109/CAMAP.2005.1574212

Recognition of ultrasound images using wavelet transform and artificial neural networks. / Juarez-Landin, Cristina; Ponomaryov, Volodymyr ; Sanchez-Ramirez, Jose Luis.
IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. 2005. p. 173-176 1574212 (IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing; Vol. 2005).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Juarez-Landin C, Ponomaryov V , Sanchez-Ramirez JL. Recognition of ultrasound images using wavelet transform and artificial neural networks. In IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. 2005. p. 173-176. 1574212. (IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing). doi: 10.1109/CAMAP.2005.1574212

Recognition of ultrasound images using wavelet transform and artificial neural networks

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