Method for filtering internet cartoon medium rubbish information based on content

Abstract

A content-based Internet animation media spam filtering method in the field of image processing and pattern recognition, step 1, randomly collect several advertisement and non-advertisement animations from the Internet as a training sample set, and extract the color features and textures of all animations Features, text information features, animation length features, animation geometric dimension features, and animation dynamic features; step 2, input six features and category indexes with animation into the support vector machine, and the support vector machine obtains the description of advertising / non-advertising The support vector machine model of animation media difference; step 3, extract six features of the animation to be tested according to the method of extracting animation features in step 1, and input them into the support vector machine model, and the support vector machine model judges that the animation belongs to advertising animation Still belongs to non-advertising animation. The invention can identify advertising animations and non-advertising animations, and has high processing speed and recognition accuracy.

Description

technical field [0001] The invention relates to a method in the technical field of image processing and pattern recognition, in particular to a content-based method for filtering Internet animation media junk information. Background technique [0002] With the rapid development of the Internet, the rapid popularization of broadband, and the reduction of storage costs, there are more and more multimedia content on the Internet. The rapid expansion of multimedia information containing various types of data such as text, images, audio, and video has gradually become the mainstream of information, and has had an important impact on people's lives and social development. At the same time, the development of video compression technology makes the video quality higher and higher while the volume is getting smaller and smaller. Therefore, most websites have begun to integrate animation into web pages. At the same time, due to the popularization of equipment such as digital cameras,...

AI Technical Summary

Problems solved by technology

However, for animation media on the Internet, the above methods have the following disadvantages: First, there are large differences between animation media and traditional images and videos in duration, lens change, and color distribution, and its feature extraction method is not suitable For the analysis and understanding of Internet animation media; second, for the new application of Internet animation media spam filtering, the video features proposed in this method do not have high advertising / non-advertising classification discrimination

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