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

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

2 Citas (Scopus)

Resumen

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.

Idioma original	Inglés
Título de la publicación alojada	IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing
Páginas	173-176
Número de páginas	4
DOI	https://doi.org/10.1109/CAMAP.2005.1574212
Estado	Publicada - 2005
Evento	IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing - Puerto Vallarta, México Duración: 13 dic. 2005 → 15 dic. 2005

Serie de la publicación

Nombre	IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing
Volumen	2005

Conferencia

Conferencia	IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing
País/Territorio	México
Ciudad	Puerto Vallarta
Período	13/12/05 → 15/12/05

Acceder al documento

10.1109/CAMAP.2005.1574212

Otros archivos y enlaces

Enlace a la publicación en Scopus

Citar esto

Juarez-Landin, C., Ponomaryov, V., & Sanchez-Ramirez, J. L. (2005). Recognition of ultrasound images using wavelet transform and artificial neural networks. En IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (pp. 173-176). Artículo 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).

@inproceedings{60a631f188684d5a86ae35d2c79bbfa7,

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",

language = "Ingl{\'e}s",

isbn = "0780393236",

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

pages = "173--176",

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

note = "IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing ; Conference date: 13-12-2005 Through 15-12-2005",

}

Juarez-Landin, C, Ponomaryov, V & Sanchez-Ramirez, JL 2005, Recognition of ultrasound images using wavelet transform and artificial neural networks. En 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, México, 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).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

TY - GEN

T1 - Recognition of ultrasound images using wavelet transform and artificial neural networks

AU - Juarez-Landin, Cristina

AU - Ponomaryov, Volodymyr

AU - Sanchez-Ramirez, Jose Luis

PY - 2005

Y1 - 2005

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=33846618341&partnerID=8YFLogxK

U2 - 10.1109/CAMAP.2005.1574212

DO - 10.1109/CAMAP.2005.1574212

M3 - Contribución a la conferencia

AN - SCOPUS:33846618341

SN - 0780393236

SN - 9780780393233

T3 - IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing

SP - 173

EP - 176

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

T2 - IEEE CAMSAP 2005 - First International Workshop on Computational Advances in Multi-Sensor Adaptive Processing

Y2 - 13 December 2005 through 15 December 2005

ER -

Juarez-Landin C, Ponomaryov V , Sanchez-Ramirez JL. Recognition of ultrasound images using wavelet transform and artificial neural networks. En 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

Resumen

Serie de la publicación

Conferencia

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto