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Detecting Pedestrians and Their Walk Directions Using a MY VISION System
http://hdl.handle.net/10228/00007842
http://hdl.handle.net/10228/0000784262df9edc-bb6b-4f44-a65a-ebe35cf0fd6e
名前 / ファイル | ライセンス | アクション |
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jrnal.k.200528.014.pdf (838.4 kB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||
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公開日 | 2020-08-12 | |||||||||||
資源タイプ | ||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||
資源タイプ | journal article | |||||||||||
タイトル | ||||||||||||
言語 | en | |||||||||||
タイトル | Detecting Pedestrians and Their Walk Directions Using a MY VISION System | |||||||||||
言語 | ||||||||||||
言語 | eng | |||||||||||
著者 |
タン, ジュークイ
× タン, ジュークイ
WEKO
399
× Kenta, Hori× 石川, 聖二 |
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抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | This paper proposes a pedestrian detection method using a MY VISION system. The MY VISION system is an image processing system using an ego-camera which a user of the system possesses, and it is expected to be the third eye of those who are aged, visually impaired or even those who are absorbed in a mobile-phone while walking. In the proposed method, a flow area different from camera movement is extracted first on the image provided from a user’s head-mounted camera. The area is a candidate area where pedestrians may exist. Multiple scale cell-histograms of oriented gradients features are then calculated to detect pedestrians in the area. Histograms of optical flow feature is further computed to recognize the moving direction of the detected pedestrians. The proposed method was examined its performance experimentally and satisfactory results were obtained. | |||||||||||
言語 | en | |||||||||||
書誌情報 |
en : Journal of Robotics, Networking and Artificial Life 巻 7, 号 2, p. 137-141, 発行日 2020-06-04 |
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出版社 | ||||||||||||
出版者 | Atlantis Press | |||||||||||
DOI | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | DOI | |||||||||||
関連識別子 | https://doi.org/10.2991/jrnal.k.200528.014 | |||||||||||
日本十進分類法 | ||||||||||||
主題Scheme | NDC | |||||||||||
主題 | 548 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | EISSN | |||||||||||
収録物識別子 | 2352-6386 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | PISSN | |||||||||||
収録物識別子 | 2405-9021 | |||||||||||
著作権関連情報 | ||||||||||||
権利情報Resource | http://creativecommons.org/licenses/by-nc/4.0/ | |||||||||||
権利情報 | Copyright (c) 2020 The Authors. Published by Atlantis Press SARL. CC BY-NC 4.0 license | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | MY VISION | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | ego-cameras | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | optical flow | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | MSC-HOG | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | HOF | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | pedestrian detection | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | walk direction | |||||||||||
出版タイプ | ||||||||||||
出版タイプ | VoR | |||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
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) | ||||||||||||
10358841 | ||||||||||||
連携ID | ||||||||||||
8372 |