The nude image detection

Jiann Shu Lee, Pau-Choo Chung, Yun Ming Kuo, E. Liang Chen

研究成果: Conference contribution

摘要

This paper presents a new nude image detection method. The foreground-background co-sampling mechanism is proposed to online sample the target image's chromatic distribution. The sampled data is then fed into a multiplayer perceptrons neural network to decide if the target image contains skin color object and which color category it belongs to. The texture feature, coarseness, is also utilized to acquire accurate skin segmentation. Several low-level whereas reliable geometrical constraints are further employed to inspect the skin regions. Finally, the mug shot exclusion procedure is applied to promote the system performance. The experimental results show our method is satisfactory for nude image detection.

原文English
主出版物標題Sixth IASTED International Conference on Signal and Image Processing
編輯M.H. Hamza
頁面145-150
頁數6
出版狀態Published - 2004 十二月 27
事件Sixth IASTED International Conference on Signal and Image Processing - Honolulu, HI, United States
持續時間: 2004 八月 232004 八月 25

出版系列

名字Sixth IASTED International Conference on Signal and Image Processing

Other

OtherSixth IASTED International Conference on Signal and Image Processing
國家United States
城市Honolulu, HI
期間04-08-2304-08-25

All Science Journal Classification (ASJC) codes

  • Engineering(all)

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  • 引用此

    Lee, J. S., Chung, P-C., Kuo, Y. M., & Chen, E. L. (2004). The nude image detection. 於 M. H. Hamza (編輯), Sixth IASTED International Conference on Signal and Image Processing (頁 145-150). (Sixth IASTED International Conference on Signal and Image Processing).