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Method for retrieving Internet video based on contents

An Internet video and content technology, applied in the field of content-based Internet video retrieval, can solve the problems of huge video library, redundant key frames, influence of retrieval results, etc., to overcome performance and robustness, high average accuracy rate and high efficiency The effect of retrieval and quick location

Inactive Publication Date: 2011-11-23
SHANGHAI JIAO TONG UNIV
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AI Technical Summary

Problems solved by technology

However, for videos on the Internet, the above methods have the following disadvantages: first, there are many types of videos in the network, and some features that are effective in some training video sets may not be effective for videos in the network; second, some traditional methods The extracted key frames often have a lot of redundancy. There are many videos in the network, and too many key frames will cause a decrease in retrieval performance; The existence of frames will have a great impact on the retrieval results

Method used

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  • Method for retrieving Internet video based on contents
  • Method for retrieving Internet video based on contents

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Embodiment Construction

[0041] The embodiments of the present invention are described in detail below in conjunction with the accompanying drawings: this embodiment is implemented on the premise of the technical solution of the present invention, and detailed implementation methods and specific operating procedures are provided, but the protection scope of the present invention is not limited to the following the described embodiment.

[0042] Such as figure 1 As shown, the test video S100 of the present invention is processed through feature extraction S200, shot segmentation S300, and key frame extraction S400, combined with the training sample set key frame database S600, and processed through soft decision retrieval S500 to obtain a retrieval structure S700.

[0043] According to a preferred embodiment of the present invention, this embodiment includes the following steps:

[0044] Step 1, randomly collect 1000 videos from the Internet as a training sample set, and extract the block color histog...

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Abstract

The invention provides a method for retrieving an Internet video based on contents. The method comprises the following steps of: 1, acquiring a plurality of videos serving as a training sample set from Internet, building a video library, and extracting a blocking color histogram characteristic and a brightness characteristic of each frame in all videos in the training sample set, wherein the blocking color histogram characteristic and the brightness characteristic are used as a segmentation judging basis of a camera; 2, self-adaptively segmenting the camera for all the videos in the training sample set according to the two kinds of characteristics extracted in the step 1, and acquiring a camera segmentation list; 3, extracting key frames for all videos in the training sample set accordingto the camera segmentation list and the characteristics and acquiring the indexes of the key frames; and 4, for a video to be retrieved, performing the steps 1, 2, and 3 to acquire the key frame list, and fast positioning and retrieving by using a new soft judgment method. By the method for retrieving the Internet video based on contents, videos can be fast positioned and retrieved; and the method is high in the processing speed, the retrieval efficiency and the retrieval accuracy rate.

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 Internet video retrieval method. Background technique [0002] Network video and audio is a new media content service industry that is rapidly developing at home and abroad. New network video and audio service providers represented by YouTube and Tudou have become the new favorites of the Internet economy. my country's network video and audio is also developing rapidly. The number of Internet audio-visual websites in Shanghai ranks among the top in the country, with users covering the whole country, and the total number of users exceeds 130 million. The influence of Internet audio-visual program dissemination is growing, and comprehensive and effective management is required to purify the domestic Internet audio-visual program dissemination environment and provide a good network atmosphere for the healthy growth of you...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
Inventor 王士林殷杰李建华李生红刘功申
Owner SHANGHAI JIAO TONG UNIV
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