Explicit image detection using YCbCr space color model as skin detection

Jorge Alberto Marcial Basilio, Gualberto Aguilar Torres, Gabriel Sánchez Pérez, L. Karina Toscano Medina, Héctor M.Pérez Meana

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

87 Citas (Scopus)

Resumen

In this paper a novel way to detect explicit content images is proposed using the YCbCr space color, moreover the color pixels percentage that are within the image is calculated which are susceptible to be a tone skin. The main goal to use this method is to apply to forensic analysis or pornographic images detection on storage devices such as hard disk, USB memories, etc. The results obtained using the proposed method are compared with Paraben's Porn Detection Stick software which is one of the most commercial devices used for detecting pornographic images. The proposed algorithm achieved identify up to 88.8% of the explicit content images, and 5% of false positives, the Paraben's Porn Detection Stick software achieved 89.7% of effectiveness for the same set of images but with a 6.8% of false positives. In both cases were used a set of 1000 images, 550 natural images, and 450 with highly explicit content. Finally the proposed algorithm effectiveness shows that the methodology applied to explicit image detection was successfully proved vs Paraben's Porn Detection Stick software.

Idioma originalInglés
Título de la publicación alojadaApplications of Mathematics and Computer Engineering - American Conference on Applied Mathematics, AMERICAN-MATH'11, 5th WSEAS International Conference on Computer Engineering and Applications, CEA'11
Páginas123-128
Número de páginas6
EstadoPublicada - 2011
Publicado de forma externa
EventoAmerican Conference on Applied Mathematics, AMERICAN-MATH'11, 5th WSEAS International Conference on Computer Engineering and Applications, CEA'11 - Puerto Morelos, México
Duración: 29 ene. 201131 ene. 2011

Serie de la publicación

NombreApplications of Mathematics and Computer Engineering - American Conference on Applied Mathematics, AMERICAN-MATH'11, 5th WSEAS International Conference on Computer Engineering and Applications, CEA'11

Conferencia

ConferenciaAmerican Conference on Applied Mathematics, AMERICAN-MATH'11, 5th WSEAS International Conference on Computer Engineering and Applications, CEA'11
País/TerritorioMéxico
CiudadPuerto Morelos
Período29/01/1131/01/11

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