Pornographic image region detection based on visual attention model in compressed domain
作者： Jing Zhang , Li Zhuo , Zhenwei Li , Lei Sui
DOI: 10.1049/IET-IPR.2012.0381
关键词:
摘要: According to biological attention mechanism, a region of interest (ROI) detection based on visual model is closer human system. Taken into account the characteristics pornographic image during regions detection, method in compressed domain proposed this study, which includes following four steps: (i) skin colour images are detected domain; (ii) saliency map computed construct model; (iii) threshold segmentation used for map, and then torso information retained as regions; (iv) features colour, texture, intensity extracted represent region. The experimental results show that can perform well speed/accuracy representation.
sci-hub.se 参考文章(17)
José Mira, Ana E. Delgado, María T. López, Antonio Fernández-Caballero, Miguel A. Fernández, A conceptual frame with two neural mechanisms to model selective visual attention processes Neurocomputing. ,vol. 71, pp. 704- 720 ,(2008) , 10.1016/J.NEUCOM.2007.10.005
Hui-Ming Huang, Guo-Ping Liu, A region of interest extraction for color image based on bottom-up saliency map international congress on image and signal processing. ,vol. 1, pp. 43- 46 ,(2010) , 10.1109/CISP.2010.5646985
Fred W. M. Stentiford, Attention-based image similarity measure with application to content-based information retrieval Storage and Retrieval for Image and Video Databases. ,vol. 5021, pp. 221- 232 ,(2003) , 10.1117/12.476255
L. Sui, J. Zhang, L. Zhuo, Y.C. Yang, Research on pornographic images recognition method based on visual words in a compressed domain Iet Image Processing. ,vol. 6, pp. 87- 93 ,(2012) , 10.1049/IET-IPR.2011.0005
YUSHI WANG, QINGMING HUANG, WEN GAO, PORNOGRAPHIC IMAGE DETECTION BASED ON MULTILEVEL REPRESENTATION International Journal of Pattern Recognition and Artificial Intelligence. ,vol. 23, pp. 1633- 1655 ,(2009) , 10.1142/S0218001409007739
Laurent Itti, Christof Koch, A saliency-based search mechanism for overt and covert shifts of visual attention. Vision Research. ,vol. 40, pp. 1489- 1506 ,(2000) , 10.1016/S0042-6989(99)00163-7
Lei Sui, Jing Zhang, Li Zhuo, Yuncong Yang, Creating visual vocabulary based on SIFT descriptor in compressed domain international conference on wireless communications and signal processing. pp. 1- 5 ,(2011) , 10.1109/WCSP.2011.6096718
Adrien Gaidon, Zaid Harchaoui, Cordelia Schmid, Recognizing activities with cluster-trees of tracklets british machine vision conference. pp. 1- 13 ,(2012) , 10.5244/C.26.30
Lei Sui, Jing Zhang, Zhuo Li, Yuncong Yang, Regions of Interest Extraction Based on Visual Saliency in Compressed Domain international symposium on multimedia. pp. 434- 439 ,(2011) , 10.1109/ISM.2011.107
P.Y. Lee, S.C. Hui, A.C.M. Fong, An intelligent categorization engine for bilingual web content filtering IEEE Transactions on Multimedia. ,vol. 7, pp. 1183- 1190 ,(2005) , 10.1109/TMM.2005.858414