CONSIDERATION ON THE BEST METHOD TO COUNT THE NUMBER OF PEOPLE DEPENDING ON THE STATUS OF CROWDS
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- IMAI Ryuichi
- 法政大学 デザイン工学部
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- YAMAMOTO Yuhei
- 関西大学 環境都市工学部
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- JIANG Wenyuan
- 大阪産業大学 工学部
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- NAKAHARA Masaya
- 大阪電気通信大学 総合情報学部
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- KAMIYA Daisuke
- 琉球大学 工学部
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- NOMURA Keiya
- 法政大学大学院 デザイン工学研究科
Bibliographic Information
- Other Title
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- 群衆の状態に応じた最適な人数計数手法に関する一考察
Abstract
<p> It is important to count the number of people in a crowd during an event and commuting hours to prevent accidents. In recent years, a method has been developed to count the number of people easily from images by improving the speed and accuracy of deep learning. However, since crowd shooting conditions such as the installation angle and height of a camera are varied, depending on the size of a person and the degree of occlusion in a moving image, also how the person seems is varied. Thus, it is difficult to accurately count the number of people in a crowd under various conditions using one counting method. Consequently, it was considered that a counting method could be established to secure a certain degree of accuracy by categorizing scenes and conditions for shooting a crowd and changing a method to count the number of people best for the status of the crowd in each scene and shooting condition as necessary. In this research, four types of methods to count the number of people were applied to each scene to clarify the best method for each scene and problems toward the changing of an applied method.</p>
Journal
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- Japanese Journal of JSCE
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Japanese Journal of JSCE 79 (22), n/a-, 2023
Japan Society of Civil Engineers
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Details 詳細情報について
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- CRID
- 1390577043857952384
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- ISSN
- 24366021
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- Text Lang
- ja
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- Data Source
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- JaLC
- Crossref
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- Abstract License Flag
- Disallowed