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A pedestrian detection method using the extension of the HOG feature
http://hdl.handle.net/10228/00006239
http://hdl.handle.net/10228/00006239ca3c2f59-9670-4c77-b910-67c2fa8a2944
名前 / ファイル | ライセンス | アクション |
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scis_1198_1202.pdf (675.0 kB)
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Item type | 会議発表論文 = Conference Paper(1) | |||||||||||||||||
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公開日 | 2017-06-14 | |||||||||||||||||
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資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||||||||||||
資源タイプ | conference paper | |||||||||||||||||
タイトル | ||||||||||||||||||
言語 | en | |||||||||||||||||
タイトル | A pedestrian detection method using the extension of the HOG feature | |||||||||||||||||
言語 | ||||||||||||||||||
言語 | eng | |||||||||||||||||
著者 |
Nakashima, Yuuki
× Nakashima, Yuuki× タン, ジュークイ
WEKO
399
× 金, 亨燮
WEKO
402
× 石川, 聖二 |
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抄録 | ||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||
内容記述 | Development of an ITS (Intelligent Transport System) has drawn much attention from computer vision community in recent years. In particular, various techniques for detecting pedestrians automatically have been proposed by many researchers. Among them, the HOG feature proposed by Dalai & Triggs has gained much interest in the pedestrian detection. However, previous methods including the original HOG feature have not achieved satisfactory detection rates. In this paper, we propose an extension of the HOG feature, i.e., flexible choice of the number of bins and automatic definition of a cell size and a block size by parameterizing their scales. By comparative experiments, it was confirmed that the proposed method outperforms the previous methods in the performance of pedestrian detection. | |||||||||||||||||
言語 | en | |||||||||||||||||
備考 | ||||||||||||||||||
内容記述タイプ | Other | |||||||||||||||||
内容記述 | SCIS & ISIS 2014, December 3-6, 2014, Kitakyushu International Conference Center | |||||||||||||||||
言語 | en | |||||||||||||||||
書誌情報 |
en : 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS) p. 1198-1202, 発行日 2015-02-19 |
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出版社 | IEEE | |||||||||||||||||
DOI | ||||||||||||||||||
関連タイプ | isVersionOf | |||||||||||||||||
識別子タイプ | DOI | |||||||||||||||||
関連識別子 | https://doi.org/10.1109/SCIS-ISIS.2014.7044743 | |||||||||||||||||
著作権関連情報 | ||||||||||||||||||
権利情報 | © 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | |||||||||||||||||
出版タイプ | ||||||||||||||||||
出版タイプ | AM | |||||||||||||||||
出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||||||||||||||
査読の有無 | ||||||||||||||||||
値 | yes | |||||||||||||||||
研究者情報 | ||||||||||||||||||
https://hyokadb02.jimu.kyutech.ac.jp/html/35_ja.html | ||||||||||||||||||
論文ID(連携) | ||||||||||||||||||
10275891 | ||||||||||||||||||
連携ID | ||||||||||||||||||
6056 |