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 original | Inglés |
---|---|
Título de la publicación alojada | International Conference of Computational Methods in Sciences and Engineering 2014, ICCMSE 2014 |
Editores | Theodore E. Simos, Theodore E. Simos, Theodore E. Simos, Theodore E. Simos, Theodore E. Simos, Zacharoula Kalogiratou, Theodore Monovasilis |
Editorial | American Institute of Physics Inc. |
Páginas | 155-158 |
Número de páginas | 4 |
ISBN (versión digital) | 9780735412552 |
DOI | |
Estado | Publicada - 6 oct. 2014 |
Evento | International Conference of Computational Methods in Sciences and Engineering 2014, ICCMSE 2014 - Athens, Grecia Duración: 4 abr. 2014 → 7 abr. 2014 |
Serie de la publicación
Nombre | AIP Conference Proceedings |
---|---|
Volumen | 1618 |
ISSN (versión impresa) | 0094-243X |
ISSN (versión digital) | 1551-7616 |
Conferencia
Conferencia | International Conference of Computational Methods in Sciences and Engineering 2014, ICCMSE 2014 |
---|---|
País/Territorio | Grecia |
Ciudad | Athens |
Período | 4/04/14 → 7/04/14 |
Nota bibliográfica
Publisher Copyright:© 2014 AIP Publishing LLC.