Title :
Recognition of adult video by combining skin detection features with motion information
Author :
Bouirouga, Hajar ; Elfkihi Lrit, S. ; Jilbab, Abdelilah ; Aboutajdine, Driss
Author_Institution :
LRIT, Mohammed V Univ., Rabat, Morocco
Abstract :
This paper presents a novel approach for video adult detection using skin detection features with motion information. The goal of combining skin-color and motion information is to select the appropriate color model that allows verifying pixels under different lighting conditions and other variations. Then, the output videos are classified by neural network. The simulation shows that this system achieved 90% of the true rate.
Keywords :
image colour analysis; image motion analysis; neural nets; pattern classification; video signal processing; adult video recognition; lighting conditions; motion information; neural network; skin color; skin detection features; Bayesian methods; Feature extraction; Image color analysis; Lighting; Motion detection; Pixel; Skin; descriptors; motion; neuron networks; pornographic images; skin detection; video filtering;
Conference_Titel :
Multimedia Computing and Systems (ICMCS), 2011 International Conference on
Conference_Location :
Ouarzazate
Print_ISBN :
978-1-61284-730-6
DOI :
10.1109/ICMCS.2011.5945570
