Design and Implementation of Distributed Video Retrieval System in Air Monitoring Warning System

The video monitoring system plays a decisive role on the security of the sensitive areas, the video will be recording when the system monitors a warning behavior, accumulating over a long period, which will produce a large amount of video information, It is becoming crucial that how to retrieve thes...

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Bibliographic Details
Main Authors: Chen Na, Zhu ya Ling
Format: Conference Proceeding
Language:English
Subjects:
Distributed databases
Distributed processing
Distributed video retrieval
Feature extraction
HBase
HDFS
Image retrieval
Indexes
Locality-sensitive hashing
Monitoring
Scale-invariant feature transform
Streaming media
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Summary:The video monitoring system plays a decisive role on the security of the sensitive areas, the video will be recording when the system monitors a warning behavior, accumulating over a long period, which will produce a large amount of video information, It is becoming crucial that how to retrieve these massive video information effectively and efficiently. The Content-based video retrieval technology has been the research hotspots in recent years. This paper, with the mature technology of video key frame extraction, combining with the SIFT feature extraction and matching, as well as LSH mapping, realizes the video retrieval. During the process of feature extraction and matching to the video key frame, we realize the distributed processing and storage, using MapReduce parallel mode and HBase distributed storage system, which is the application development of the Content-based video retrieval on the parallel analysis and scalable storage.
ISSN:2157-1473
DOI:10.1109/ICMTMA.2015.88