图 书 馆
InFeRno - 识别色情网页的智能框架InFeRno - an Intelligent Framework for Recognizing Pornographic Web Pages |
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| 课程网址: | http://videolectures.net/ecmlpkdd2011_karavarsamis_intelligent/ |
| 主讲教师: | Sotiris Karavarsamis |
| 开课单位: | 约阿尼纳大学 |
| 开课时间: | 2011-10-03 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | In this work we present InFeRno, an intelligent web pornography elimination system, classifying web pages based solely on their visual content. The main characteristics of our system include: (i) a pow- erful vector space with a small but sufficient number of features that manage to improve the discriminative ability of the SVM classifier; (ii) an extra class (bikini) that strengthens the performance of the classi- fier; (iii) an overall classification scheme that achieves high accuracy at considerably lower runtime costs compared to current state-of-the- art systems; and (iv) a full-fledged implementation of the proposed system capable of being integrated with ICAP-aware web proxy cache servers. |
| 关 键 词: | 色情消除系统; 视觉内容; 向量空间 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-04-02：cwx |
| 阅读次数: | 42 |