Crowd density estimation based on voxel model in multi-view surveillance systems
In this paper, a novel crowd density estimation method based on voxel modeling in multi-view surveillance systems is presented. The approach proposed in this paper is based on human silhouette modeling with an anthropometric cylinder. The performance of crowd density estimation was analyzed on two m...
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Published in | 2015 International Conference on Systems, Signals and Image Processing (IWSSIP) pp. 216 - 219 |
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Main Authors | , , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
01.09.2015
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Abstract | In this paper, a novel crowd density estimation method based on voxel modeling in multi-view surveillance systems is presented. The approach proposed in this paper is based on human silhouette modeling with an anthropometric cylinder. The performance of crowd density estimation was analyzed on two multi-view sequences datasets. For this propose PETS 2006 and PETS 2009 were used. Performance of the proposed approach has been evaluated for two metrics: people counting and crowd classification. |
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AbstractList | In this paper, a novel crowd density estimation method based on voxel modeling in multi-view surveillance systems is presented. The approach proposed in this paper is based on human silhouette modeling with an anthropometric cylinder. The performance of crowd density estimation was analyzed on two multi-view sequences datasets. For this propose PETS 2006 and PETS 2009 were used. Performance of the proposed approach has been evaluated for two metrics: people counting and crowd classification. |
Author | Kaminski, Lukasz Gardzinski, Pawel Mackowiak, Slawomir Kowalak, Krzysztof |
Author_xml | – sequence: 1 givenname: Pawel surname: Gardzinski fullname: Gardzinski, Pawel email: pgardzinski@multimedia.edu.pl organization: Poznan Univ. of Technol., Poznań, Poland – sequence: 2 givenname: Krzysztof surname: Kowalak fullname: Kowalak, Krzysztof email: kkowalak@multimedia.edu.pl organization: Poznan Univ. of Technol., Poznań, Poland – sequence: 3 givenname: Lukasz surname: Kaminski fullname: Kaminski, Lukasz email: lkaminski@multimedia.edu.pl organization: Poznan Univ. of Technol., Poznań, Poland – sequence: 4 givenname: Slawomir surname: Mackowiak fullname: Mackowiak, Slawomir email: smack@multimedia.edu.pl organization: Poznan Univ. of Technol., Poznań, Poland |
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Snippet | In this paper, a novel crowd density estimation method based on voxel modeling in multi-view surveillance systems is presented. The approach proposed in this... |
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SubjectTerms | Calibration Cameras Chebyshev approximation Conferences Crowd density estimation Estimation Multi-view Positron emission tomography Surveillance Voxel modeling |
Title | Crowd density estimation based on voxel model in multi-view surveillance systems |
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