| Tang Chaowei ( 唐朝伟),Leng Zhenfeng,Shao Yanqing,Tang Hui,Zhou Xu.[J].高技术通讯(英文),2012,18(2):132~138 |
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| Joint detection method of pornographic images with skin-like color background① |
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| DOI： |
| 中文关键词: |
| 英文关键词: face detection, pornographic image, skin-like color background, skin-color detection, template matching |
| 基金项目: |
| Author Name | Affiliation | | Tang Chaowei ( 唐朝伟) | | | Leng Zhenfeng | | | Shao Yanqing | | | Tang Hui | | | Zhou Xu | |
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| 中文摘要: |
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| 英文摘要: |
| A novel approach is proposed to automatically detect pornographic images with skin-like color background on the Internet using the locations of human faces and bodies. It has two separate skin-color detection steps: the first one is to quickly detect the potential human skin-color regions; and the second one is to use an off-the-shelf face detector to locate a human face and then apply hypothesis testing based on series of assumptions which take into account the face-height ratio, body orientation and modern photograph composition common sense, etc. After that, a template matching method is used to further discriminate normal images or pornographic ones. Experimental results show that the proposed method has high precision and real time speed. |
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