Presentation 2015-02-19
Real-time People Counting across Non-overlapping Camera Views Considering Dynamic Congestion Changes
Ryota AKAI, Naoko NITTA, Noboru BABAGUCHI,
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Abstract(in English) Counting the number of people traveling across non-overlapping camera views generally requires establishing the correspondence among all persons exiting camera views and those entering one of their spatially disjoint camera views. For real-time people counting, the proposed method firstly extracts foreground regions containing groups of people by a simple background subtraction method, and then finds the shortest time window to observe both the exits and entries of all persons traveling within the time window adaptively to the current people traffic congestion. Since the same group of people is not necessarily extracted as a foreground region in different camera views, the proposed method establishes the weighted correspondence among the exits and entries of the foreground regions based on their correspondence confidence.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) people counting / non-overlapping camera views / foreground regions / real-time system
Paper # PRMU2014-122,CNR2014-37
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Conference Information
Committee PRMU
Conference Date 2015/2/12(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) Real-time People Counting across Non-overlapping Camera Views Considering Dynamic Congestion Changes
Sub Title (in English)
Keyword(1) people counting
Keyword(2) non-overlapping camera views
Keyword(3) foreground regions
Keyword(4) real-time system
1st Author's Name Ryota AKAI
1st Author's Affiliation Graduate School of Engineering, Osaka University()
2nd Author's Name Naoko NITTA
2nd Author's Affiliation Graduate School of Engineering, Osaka University
3rd Author's Name Noboru BABAGUCHI
3rd Author's Affiliation Graduate School of Engineering, Osaka University
Date 2015-02-19
Paper # PRMU2014-122,CNR2014-37
Volume (vol) vol.114
Number (no) 454
Page pp.pp.-
#Pages 6
Date of Issue