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2016 International Conference on Big Data and Smart Computing (BigComp) (2016)
Hong Kong, China
Jan. 18, 2016 to Jan. 20, 2016
ISSN: 2375-9356
ISBN: 978-1-4673-8795-8
pp: 529-531
Jiwan Lee , Department of Electrical and Computer Engineering, Pusan National University, Busan, Republic of Korea
Bonghee Hong , Department of Electrical and Computer Engineering, Pusan National University, Busan, Republic of Korea
Yongdeok Shin , Department of Electrical and Computer Engineering, Pusan National University, Busan, Republic of Korea
Yang-Ja Jang , Big Data Processing Platform Research Center, Pusan National University, Busan, Republic of Korea
ABSTRACT
Weather information along roads is needed to reduce the traffic accidents caused by adverse weather and road conditions. Although automatic weather systems (AWS) provide wide-range coverage of weather conditions, collection devices cannot be installed on every road because of the high cost. Thus, we propose a method that extracts weather information using CCTV video data. This method is composed of three processing steps: generating conditional weather patterns using CCTV video data, calculating the similarity, and generating the weather information.
INDEX TERMS
Roads, Data mining, Decision trees, Clouds, Snow, Image edge detection
CITATION

Jiwan Lee, Bonghee Hong, Yongdeok Shin and Yang-Ja Jang, "Extraction of weather information on road using CCTV video," 2016 International Conference on Big Data and Smart Computing (BigComp)(BIGCOMP), Hong Kong, China, 2016, pp. 529-531.
doi:10.1109/BIGCOMP.2016.7425986
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