Presentation 2013-06-11
A Privacy Protection Method Based on Moving Object Masking for Illimination Change from Surveillance Video
Hikaru MURAKAMI, Yoichi TOMIOKA, Hitoshi KITAZAWA,
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Abstract(in English) In recent years, many surveillance cameras are installed for remote monitoring system, crime deterrence, and investigation. Privacy-conscious surveillance systems are becoming increasingly important. We have proposed a privacy protection method based on moving object masking, but it was not robust to short-term fluctuations in sunshine for foreground extraction process. We compared six existing foreground extraction methods, but we could not find a method to solve this problem completely. We showed a method to distinguish moving objects from short-term sunshine fluctuations by using the characteristics of extracted region after extracting foreground by Single Gaussian Model.
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Keyword(in English) Monitoring Camera / Privacy Protection / Foreground Extraction / Masking / SVM
Paper # PRMU2013-27
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Conference Information
Committee PRMU
Conference Date 2013/6/3(1days)
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Paper Information
Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Privacy Protection Method Based on Moving Object Masking for Illimination Change from Surveillance Video
Sub Title (in English)
Keyword(1) Monitoring Camera
Keyword(2) Privacy Protection
Keyword(3) Foreground Extraction
Keyword(4) Masking
Keyword(5) SVM
1st Author's Name Hikaru MURAKAMI
1st Author's Affiliation Department of Electrical and Electronic Engineering, Tokyo University of Agriculture and Technology()
2nd Author's Name Yoichi TOMIOKA
2nd Author's Affiliation Department of Electrical and Electronic Engineering, Tokyo University of Agriculture and Technology
3rd Author's Name Hitoshi KITAZAWA
3rd Author's Affiliation Department of Electrical and Electronic Engineering, Tokyo University of Agriculture and Technology
Date 2013-06-11
Paper # PRMU2013-27
Volume (vol) vol.113
Number (no) 75
Page pp.pp.-
#Pages 6
Date of Issue