Film classification based on low-level visual effect features
Film classification based on low-level visual effect features
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基于低级视觉效果特征的电影分类
DOI：
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发表时间：
2008
期刊：
影响因子：
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通讯作者：
W. Hsu
中科院分区：
文献类型：
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作者：
Hui;W. Shih;W. Hsu
我们提出了一种基于低层特征和视觉效果特征的电影分类框架。此方法可用作预过滤器，表示您希望从互联网或电影点播服务观看的电影。我们目前的研究领域是电影预览。在我们的方法中，我们将电影分为三大类：动作片、剧情片和惊悚片。我们的系统结合了四个低层次的视频特征(平均镜头长度、颜色变化、光照关键点和运动内容)和视觉效果，为演示电影类别提供了有用的信息。结果表明，视觉效果特征是有效和有用的信息，对电影类别的分类具有重要作用。©2008 SPIE和IS&T。
We present a framework to classify the film categories based on low-level features and visual effect features. This ap- proach can serve as a prefilter that represents the movies that you want to watch from the Internet or movie-on-demand service. Our current domain of study is the movie preview. In our approach, we categorize films into three broad kinds: action, drama, and thriller films. Four low-level video features (average shot length, color vari- ance, lighting key, and motion content) and visual effects are com- bined in our system to provide helpful information to demonstrate the film category. The results indicate that visual effect features are effective and useful information and play an important role for clas- sifying the film categories. © 2008 SPIE and IS&T.