Diagnosis of skin cancer using image processing

Esperanza Guerra-Rosas, Josué Álvarez-Borrego*, Ángel Coronel-Beltrán

*Autor correspondiente de este trabajo

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

4 Citas (Scopus)

Resumen

In this papera methodology for classifying skin cancerin images of dermatologie spots based on spectral analysis using the K-law Fourier non-lineartechnique is presented. The image is segmented and binarized to build the function that contains the interest area. The image is divided into their respective RGB channels to obtain the spectral properties of each channel. The green channel contains more information and therefore this channel is always chosen. This information is point to point multiplied by a binary mask and to this result a Fourier transform is applied written in nonlinear form. If the real part of this spectrum is positive, the spectral density takeunit values, otherwise are zero. Finally the ratio of the sum of the unit values of the spectral density with the sum of values of the binary mask are calculated. This ratio is called spectral index. When the value calculated is in the spectral index range three types of cancer can be detected. Values found out of this range are benign injure.

Idioma originalInglés
Título de la publicación alojadaInternational Conference of Computational Methods in Sciences and Engineering 2014, ICCMSE 2014
EditoresTheodore E. Simos, Theodore E. Simos, Theodore E. Simos, Theodore E. Simos, Theodore E. Simos, Zacharoula Kalogiratou, Theodore Monovasilis
EditorialAmerican Institute of Physics Inc.
Páginas155-158
Número de páginas4
ISBN (versión digital)9780735412552
DOI
EstadoPublicada - 6 oct. 2014
EventoInternational Conference of Computational Methods in Sciences and Engineering 2014, ICCMSE 2014 - Athens, Grecia
Duración: 4 abr. 20147 abr. 2014

Serie de la publicación

NombreAIP Conference Proceedings
Volumen1618
ISSN (versión impresa)0094-243X
ISSN (versión digital)1551-7616

Conferencia

ConferenciaInternational Conference of Computational Methods in Sciences and Engineering 2014, ICCMSE 2014
País/TerritorioGrecia
CiudadAthens
Período4/04/147/04/14

Nota bibliográfica

Publisher Copyright:
© 2014 AIP Publishing LLC.

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