Presentation | 2017-03-20 Crowd analysis using graph cut with time series Shunya Ueta, Masaki Onishi, Tetsuya Sakurai, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In the field of crowd movie analysis, proposed method which use surveillance camera for crowd behavior analysis in many people meet as a station, intersections or Commercial events. In this work, We propose a crowd analysis using graph cut with time series. Our proposed method use gKLT to track a feature points of crowds and construct a weighted undirected graph by feature. Proposed method estimates a number of clusters by when cut edge of constructed graph that use a time series. We evaluate a proposed method with dataset of synthetic data and real data and confirmed its effectiveness. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Crowd Analysis / Time Series / Graph Cut / Spectral Clustering / KLT / Number of Cluster Estimation |
Paper # | BioX2016-38,PRMU2016-201 |
Date of Issue | 2017-03-13 (BioX, PRMU) |
Conference Information | |
Committee | PRMU / BioX |
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Conference Date | 2017/3/20(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Eisaku Maeda(NTT) / Masakatsu Nishigaki(Shizuoka Univ.) |
Vice Chair | Seiichi Uchida(Kyushu Univ.) / Hironobu Fujiyoshi(Chubu Univ.) / Akira Otsuka(AIST) / Hiroshi Takano(Toyama Pref. Univ.) |
Secretary | Seiichi Uchida(Kyoto Univ.) / Hironobu Fujiyoshi(NTT) / Akira Otsuka(NEC) / Hiroshi Takano(AIST) |
Assistant | Masaki Oonishi(AIST) / Takuya Funatomi(NAIST) / Masatsugu Ichino(Univ. of Electro-Comm.) / Naoyuki Takada(Secom) / Takahiro Aoki(Fujitsu Labs.) |
Paper Information | |
Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Biometrics |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Crowd analysis using graph cut with time series |
Sub Title (in English) | |
Keyword(1) | Crowd Analysis |
Keyword(2) | Time Series |
Keyword(3) | Graph Cut |
Keyword(4) | Spectral Clustering |
Keyword(5) | KLT |
Keyword(6) | Number of Cluster Estimation |
1st Author's Name | Shunya Ueta |
1st Author's Affiliation | University of Tsukuba(Univ. of Tsukuba) |
2nd Author's Name | Masaki Onishi |
2nd Author's Affiliation | Advanced Industrial Science and Technology(AIST) |
3rd Author's Name | Tetsuya Sakurai |
3rd Author's Affiliation | University of Tsukuba(Univ. of Tsukuba) |
Date | 2017-03-20 |
Paper # | BioX2016-38,PRMU2016-201 |
Volume (vol) | vol.116 |
Number (no) | BioX-527,PRMU-528 |
Page | pp.pp.29-34(BioX), pp.29-34(PRMU), |
#Pages | 6 |
Date of Issue | 2017-03-13 (BioX, PRMU) |