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News Video GT Lens Detection Method Parallel Research And Implementation

Posted on:2015-12-05Degree:MasterType:Thesis
Country:ChinaCandidate:Z P PanFull Text:PDF
GTID:2348330509960776Subject:Computer technology
Abstract/Summary:PDF Full Text Request
Along with the computer technology, network, data communication technology and the rapid development of video audio compression technology, makes the massive video data storage and transmission is becoming more and more easy, the limitation on the video transmission has gone before, which makes video in the position and the role in people's life more and more big. In the transmission of video compression, the most important job is to organization, analysis, management and retrieval of video. Video shot detection has become a primary and important research direction. Research and analysis, this paper analysed the histogram comparison method(global threshold method), secondary frame differential method, the double threshold comparison method and the method based on edge character video shot detection methods such as. Put forward the current news video of a bottleneck problem, namely handle huge amounts of data, time video shot detection is too long, serious impact on the application and development of news video processing.In this paper, the analysis and research, on the basis of high performance cluster and parallel computing, parallel news video shot detection GT method is proposed based on cluster. Select the most common method of global news video shot detection threshold method for parallel optimization. First according to the number of cluster nodes have the task of balancing, and then each node parallel computing histogram difference between adjacent frames, finally through the MPI message-passing interface data interaction between nodes. Forced to decompress video segmentation error generated by the problem, put forward a kind of master-slave parallel algorithm based on key frame segmentation. In task allocation, global general divide, according to the master node from the node details of self adjustment principle, through the key frames is passed, make video segmentation are based on key frames. In view of the lens transformation frame complexity and redundancy, design of the double threshold shot determination methods. In breakthrough, on the basis of the key technology and development to realize the parallel news video processing system, and has made the technical analysis of the system and a large amount of data testing, parallel news video shot detection based on cluster GT method for detecting the lens time-consuming plunged, system has reached the higher news video shot detection and processing capacity.
Keywords/Search Tags:News Video, Shot Detection, parallel, GT, Processing System
PDF Full Text Request
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