Surveillance video fast browsing

In this paper, I will be introducing a video analysis technique namely Video Synopsis as well as a Privacy Preserving Framework for Surveillance Video Browsing. Basically, video synopsis helped to a great extent reducing the workload for a video reviewer to examine a particular video stream for usef...

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Main Author: Wei, Hao
Other Authors: Wang Shizheng
Format: Final Year Project
Language:English
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/10356/65801
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-658012023-07-07T16:19:47Z Surveillance video fast browsing Wei, Hao Wang Shizheng Yuan Junsong School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering In this paper, I will be introducing a video analysis technique namely Video Synopsis as well as a Privacy Preserving Framework for Surveillance Video Browsing. Basically, video synopsis helped to a great extent reducing the workload for a video reviewer to examine a particular video stream for useful information which is especially time-consuming. Video synopsis technique is able to transform a long cumbersome surveillance video into an abstracted essential video with all information from the detailed-based video analysis which generates and stores a set of object flags for further browsing use. Compare to the conventional surveillance video browsing, we have improved the video reviewing practice mainly in three ways: valuable scene highlighting, higher storage efficiency and multi-scale scalable browsing. Secondly, on the basis of video synopsis technique, we have purposed a privacy preserving framework on the moving object segmentation in the compressed domain for ease of ensuring the owner’s or service provider’s privacy information. Extensive experiments on H.264 standard bitstreams demonstrate considerable performance improvements in privacy preserving in the area of intelligent video surveillance. Bachelor of Engineering 2015-12-15T03:03:13Z 2015-12-15T03:03:13Z 2015 2015 Final Year Project (FYP) http://hdl.handle.net/10356/65801 en Nanyang Technological University 45 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Wei, Hao
Surveillance video fast browsing
description In this paper, I will be introducing a video analysis technique namely Video Synopsis as well as a Privacy Preserving Framework for Surveillance Video Browsing. Basically, video synopsis helped to a great extent reducing the workload for a video reviewer to examine a particular video stream for useful information which is especially time-consuming. Video synopsis technique is able to transform a long cumbersome surveillance video into an abstracted essential video with all information from the detailed-based video analysis which generates and stores a set of object flags for further browsing use. Compare to the conventional surveillance video browsing, we have improved the video reviewing practice mainly in three ways: valuable scene highlighting, higher storage efficiency and multi-scale scalable browsing. Secondly, on the basis of video synopsis technique, we have purposed a privacy preserving framework on the moving object segmentation in the compressed domain for ease of ensuring the owner’s or service provider’s privacy information. Extensive experiments on H.264 standard bitstreams demonstrate considerable performance improvements in privacy preserving in the area of intelligent video surveillance.
author2 Wang Shizheng
author_facet Wang Shizheng
Wei, Hao
format Final Year Project
author Wei, Hao
author_sort Wei, Hao
title Surveillance video fast browsing
title_short Surveillance video fast browsing
title_full Surveillance video fast browsing
title_fullStr Surveillance video fast browsing
title_full_unstemmed Surveillance video fast browsing
title_sort surveillance video fast browsing
publishDate 2015
url http://hdl.handle.net/10356/65801
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