Precision Security: Integrating Video Surveillance with Surrounding Environment Changes

Video surveillance plays a vital role in maintaining the social security although, until now, large uncertainty still exists in danger understanding and recognition, which can be partly attributed to intractable environment changes in the backgrounds. This article presents a brain-inspired computing...

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Main Authors: Wenfeng Wang, Xi Chen, Guiwei Zhang, Jing Qian, Peng Wei, Boqian Wu, Hongwei Zheng
Format: Article
Language:English
Published: Wiley 2018-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2018/2959030
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author Wenfeng Wang
Xi Chen
Guiwei Zhang
Jing Qian
Peng Wei
Boqian Wu
Hongwei Zheng
author_facet Wenfeng Wang
Xi Chen
Guiwei Zhang
Jing Qian
Peng Wei
Boqian Wu
Hongwei Zheng
author_sort Wenfeng Wang
collection DOAJ
description Video surveillance plays a vital role in maintaining the social security although, until now, large uncertainty still exists in danger understanding and recognition, which can be partly attributed to intractable environment changes in the backgrounds. This article presents a brain-inspired computing of attention value of surrounding environment changes (EC) with a processes-based cognition model by introducing a ratio value λ of EC-implications within considered periods. Theoretical models for computation of warning level of EC-implications to the universal video recognition efficiency (quantified as time cost of implication-ratio variations from λk to λk+1, k=1,2,…) are further established. Imbedding proposed models into the online algorithms is suggested as a future research priority towards precision security for critical applications and, furthermore, schemes for a practical implementation of such integration are also preliminarily discussed.
format Article
id doaj-art-45487a40b27e4c3f9e9696366eeb80cf
institution Kabale University
issn 1076-2787
1099-0526
language English
publishDate 2018-01-01
publisher Wiley
record_format Article
series Complexity
spelling doaj-art-45487a40b27e4c3f9e9696366eeb80cf2025-02-03T01:08:48ZengWileyComplexity1076-27871099-05262018-01-01201810.1155/2018/29590302959030Precision Security: Integrating Video Surveillance with Surrounding Environment ChangesWenfeng Wang0Xi Chen1Guiwei Zhang2Jing Qian3Peng Wei4Boqian Wu5Hongwei Zheng6CAS Research Center for Ecology and Environment of Central Asia, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, ChinaCAS Research Center for Ecology and Environment of Central Asia, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, ChinaSchool of Management Engineering and Business, Hebei University of Engineering, Handan 056038, ChinaCenter for Geo-Spatial Information, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, ChinaSchool of Information Science and Engineering, Xiamen University, Xiamen 361005, ChinaKey Laboratory of IOT Terminal Pivotal Technology, Harbin Institute of Technology, Shenzhen 518000, ChinaCAS Research Center for Ecology and Environment of Central Asia, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, ChinaVideo surveillance plays a vital role in maintaining the social security although, until now, large uncertainty still exists in danger understanding and recognition, which can be partly attributed to intractable environment changes in the backgrounds. This article presents a brain-inspired computing of attention value of surrounding environment changes (EC) with a processes-based cognition model by introducing a ratio value λ of EC-implications within considered periods. Theoretical models for computation of warning level of EC-implications to the universal video recognition efficiency (quantified as time cost of implication-ratio variations from λk to λk+1, k=1,2,…) are further established. Imbedding proposed models into the online algorithms is suggested as a future research priority towards precision security for critical applications and, furthermore, schemes for a practical implementation of such integration are also preliminarily discussed.http://dx.doi.org/10.1155/2018/2959030
spellingShingle Wenfeng Wang
Xi Chen
Guiwei Zhang
Jing Qian
Peng Wei
Boqian Wu
Hongwei Zheng
Precision Security: Integrating Video Surveillance with Surrounding Environment Changes
Complexity
title Precision Security: Integrating Video Surveillance with Surrounding Environment Changes
title_full Precision Security: Integrating Video Surveillance with Surrounding Environment Changes
title_fullStr Precision Security: Integrating Video Surveillance with Surrounding Environment Changes
title_full_unstemmed Precision Security: Integrating Video Surveillance with Surrounding Environment Changes
title_short Precision Security: Integrating Video Surveillance with Surrounding Environment Changes
title_sort precision security integrating video surveillance with surrounding environment changes
url http://dx.doi.org/10.1155/2018/2959030
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AT jingqian precisionsecurityintegratingvideosurveillancewithsurroundingenvironmentchanges
AT pengwei precisionsecurityintegratingvideosurveillancewithsurroundingenvironmentchanges
AT boqianwu precisionsecurityintegratingvideosurveillancewithsurroundingenvironmentchanges
AT hongweizheng precisionsecurityintegratingvideosurveillancewithsurroundingenvironmentchanges