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Multilevel weather detection based on images: a machine learning approach with histogram of oriented gradient and local binary pattern-based features
| 题名： | Multilevel weather detection based on images: a machine learning approach with histogram of oriented gradient and local binary pattern-based features |
| 正文语种： | eng |
| 作者： | Khan, Md Nasim;Das, Anik;Ahmed, Mohamed M.;Wulff, Shaun S. |
| 作者单位： | Univ Wyoming Dept Civil & Architectural Engn 1000 E Univ Ave Dept 3295 Laramie WY 82071 USA;Univ Wyoming Dept Civil & Architectural Engn 1000 E Univ Ave Dept 3295 Laramie WY 82071 USA;Univ Wyoming Dept Civil & Architectural Engn 1000 E Univ Ave |
| 关键词： | Histogram of oriented gradient;local binary pattern;machine learning;variable speed limit;weather detection |
| 摘要： | The primary objective of this study was to develop a trajectory-level weather detection system capable of providing real-time weather information at the road surface level using only a single video camera. Two texture-based features, including histogram o |
| 出版年： | 2021 |
| 期刊名称： | Journal of Intelligent Transportation Systems |
| 卷： | 25 |
| 期： | 1/6 |
| 页码： | 513-532 |
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