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A Retrieval Optimized Surveillance Video Storage System for Campus Application Scenarios

机译:用于校园应用场景的检索优化监控视频存储系统

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摘要

This paper investigates and analyzes the characteristics of video data and puts forward a campus surveillance video storage system with the university campus as the specific application environment. Aiming at the challenge that the content-based video retrieval response time is too long, the key-frame index subsystem is designed. The key frame of the video can reflect the main content of the video. Extracted from the video, key frames are associated with the metadata information to establish the storage index. The key-frame index is used in lookup operations while querying. This method can greatly reduce the amount of video data reading and effectively improves the query’s efficiency. From the above, we model the storage system by a stochastic Petri net (SPN) and verify the promotion of query performance by quantitative analysis.
机译:本文调查和分析了视频数据的特点,并提出了大学校园的校园监控视频存储系统作为特定应用环境。针对基于内容的视频检索响应时间过长的挑战,设计了密钥帧指数子系统。视频的关键帧可以反映视频的主要内容。从视频中提取,密钥帧与元数据信息相关联以建立存储索引。键帧索引用于查询时的查找操作。这种方法可以大大减少视频数据读数的量,有效地提高了查询的效率。从以上,我们通过随机Petri网(SPN)模拟存储系统,并通过定量分析验证促进查询性能。

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