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Erschienen in:
2006 | OriginalPaper | Buchkapitel
Filtering Objectionable Image Based on Image Content
verfasst von : Zhiwei Jiang, Min Yao, Wensheng Yi
Erschienen in: PRICAI 2006: Trends in Artificial Intelligence
Verlag: Springer Berlin Heidelberg
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This paper proposes an effective system to detect adult image. We take this task as a two-class pattern classification problem, The system first applies histogram color model to detect the skin regions, then extracts color, texture, shape features from skin regions, after that, the features is fed to a SVM to determine whether the input image is benign or not. Experimental results show that the proposed method can achieve a satisfactory classification performance with high speed, which is suitable for real-world applications.