Blood cell recognition based on wavelet packet analysis and the neural network / 中国医疗器械杂志
Chinese Journal of Medical Instrumentation
;
(6): 239-252, 2008.
Artículo
en Chino
| WPRIM
| ID: wpr-309606
ABSTRACT
In this paper, we present a blood cell recognition method based on wavelet packet analysis and the neural network. The blood cell signals were decomposed, then the discrete wavelet coefficients were reconstructed and energy values were calculated. The energy values together with seven features in time domain were used as the inputs of the BP network. Finally the network was established and trained. The accuracies of recognition on different conditions are discussed too. The experimental results show that the proposed method has a high accuracy of recognition.
Texto completo:
Disponible
Índice:
WPRIM (Pacífico Occidental)
Asunto principal:
Fisiología
/
Células Sanguíneas
/
Redes Neurales de la Computación
/
Análisis de Ondículas
Límite:
Humanos
Idioma:
Chino
Revista:
Chinese Journal of Medical Instrumentation
Año:
2008
Tipo del documento:
Artículo
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