Presentation 2014-03-13
Development of Baggage Trajectory Retrieval System using Surveillance Camera
Kenichi YONEJI, Yuki WATANABE, Daisuke MATSUBARA, Atsushi HIROIKE, Nobuo NUKAGA,
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Abstract(in English) We developed baggage trajectory retrieval system which can search past trajectories of a baggage from stored images of surveillance cameras. In previous methods of trajectory retrieval system, due to variance of baggage shape or difference of captured distance from camera or occlusion, the accuracy of retrieving is decreased. In proposed method, trajectories of baggage owners are detected in real time and the features for retrieving are connected with the trajectory. This enabled retrieval system to output correct trajectories in case of occlusion or change of baggage size. In addition, in order to reduce the calculation cost of server, we control the processing of storing data. Our experimental result which used 10 types of baggage shows our method is effective.
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Keyword(in English) trajectory retrieval / baggage / similarity-based image search
Paper # PRMU2013-171
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Committee PRMU
Conference Date 2014/3/6(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) Development of Baggage Trajectory Retrieval System using Surveillance Camera
Sub Title (in English)
Keyword(1) trajectory retrieval
Keyword(2) baggage
Keyword(3) similarity-based image search
1st Author's Name Kenichi YONEJI
1st Author's Affiliation Development of Baggage Trajectory Retrieval System using Surveillance Camera()
2nd Author's Name Yuki WATANABE
2nd Author's Affiliation Hitachi, Ltd., Central Research Laboratory
3rd Author's Name Daisuke MATSUBARA
3rd Author's Affiliation Hitachi, Ltd., Central Research Laboratory
4th Author's Name Atsushi HIROIKE
4th Author's Affiliation Hitachi, Ltd., Central Research Laboratory
5th Author's Name Nobuo NUKAGA
5th Author's Affiliation Hitachi, Ltd., Central Research Laboratory
Date 2014-03-13
Paper # PRMU2013-171
Volume (vol) vol.113
Number (no) 493
Page pp.pp.-
#Pages 6
Date of Issue