Oil spill AISA+ hyperspectral data detection based on different sea surface glint suppression methods | |
Yang, Junfang1,2; Ren, Guangbo2; Yi, Ma2; Dong, Liang3; Wan, Jianhua1 | |
刊名 | International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives |
2018 | |
卷号 | 42期号:3页码:2083-2087 |
关键词 | Enhanced Lee filter Feature information Glint suppression Hyperspectral Data Information detection Information distributions Oil spill detection Specular reflections |
ISSN号 | 16821750 |
DOI | 10.5194/isprs-archives-XLII-3-2083-2018 |
英文摘要 | The marine oil spill is a sudden event, and the airborne hyperspectral means to detect the oil spill is an important part of the rapid response. Sun glint, the specular reflection of sun light from water surface to sensor, is inevitable due to the limitation of observation geometry, which makes so much bright glint in image that it is difficult to extract oil spill feature information from the remote sensing data. This paper takes AISA+ airborne hyperspectral oil spill image as data source, using multi-scale wavelet transform, enhanced Lee filter, enhanced Frost filter and mean filter method for sea surface glint suppression of images. And then the classical SVM method is used for the oil spill information detection, and oil spill information distribution map obtained by human-computer interactive interpretation is used to verify the accuracy of oil spill detection. The results show that the above methods can effectively suppress the sea surface glints and improve the accuracy of oil spill detection. The enhanced Lee filter method has the highest detection accuracy of 88.28%, which is 12.2% higher than that of the original image. © Authors 2018. CC BY 4.0 License. |
语种 | 英语 |
出版者 | International Society for Photogrammetry and Remote Sensing |
内容类型 | 期刊论文 |
源URL | [http://ir.fio.com.cn/handle/2SI8HI0U/6450] |
专题 | 业务部门_海洋物理与遥感研究室 |
作者单位 | 1.School of Geosciences, China University of Petroleum, Qingdao; 266061, China;; 2.First Institute of Oceanography, SOA, Qingdao; 266061, China;; 3.North China Sea Branch, SOA, Qingdao; 266061, China |
推荐引用方式 GB/T 7714 | Yang, Junfang,Ren, Guangbo,Yi, Ma,et al. Oil spill AISA+ hyperspectral data detection based on different sea surface glint suppression methods[J]. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives,2018,42(3):2083-2087. |
APA | Yang, Junfang,Ren, Guangbo,Yi, Ma,Dong, Liang,&Wan, Jianhua.(2018).Oil spill AISA+ hyperspectral data detection based on different sea surface glint suppression methods.International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives,42(3),2083-2087. |
MLA | Yang, Junfang,et al."Oil spill AISA+ hyperspectral data detection based on different sea surface glint suppression methods".International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 42.3(2018):2083-2087. |
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