Coastline interpretation from multispectral remote sensing images using an association rule algorithm

doi:10.1080/01431160903413739

CORC > 自然资源部第一海洋研究所 > 自然资源部第一海洋研究所 > 业务部门 > 海洋物理与遥感研究室

	Coastline interpretation from multispectral remote sensing images using an association rule algorithm
	Wang, Changying 1; Zhang, Jie 2; Ma, Yi 2
刊名	INTERNATIONAL JOURNAL OF REMOTE SENSING
	2010
卷号	31 期号:24 页码:6409-6423
ISSN号	0143-1161
DOI	10.1080/01431160903413739
英文摘要	On the basis of the Apriori algorithm, a class association rule algorithm is presented. A sea-land separation method was designed, and then a shoreline detection method proposed for interpreting multispectral remote sensing images. When separating the land from the sea, not only the spectral attributes but also the texture attributes and basic statistical values were considered in attribute space. To test the feasibility of the method, a Landsat Enhanced Thematic Mapper Plus (ETM+) image scene was used to interpret the coastline. First, the association rules of the sea-land separation of the study area were discovered from learning samples by using the class association rule algorithm. Second, the sea and the land of the image were separated with the mined rules. Third, the coastline was interpreted from the separation result. The accuracy of the interpretation result was computed with a proposed line matching accuracy evaluation algorithm. We show that the proposed method can interpret the coastline accurately and does not require any complex preprocessing.
电子版国际标准刊号	13665901
资助项目	Marine comprehensive investigation and assessment in China[908-01-WY02]
WOS研究方向	Remote Sensing ; Imaging Science & Photographic Technology
语种	英语
出版者	TAYLOR & FRANCIS LTD
WOS记录号	WOS:000285347000005
内容类型	期刊论文
源URL	[http://ir.fio.com.cn/handle/2SI8HI0U/4359]
专题	业务部门_海洋物理与遥感研究室
作者单位	1.Ocean Univ China, Coll Environm Sci & Engn, Qingdao 266003, Peoples R China; 2.State Ocean Adm, Inst Oceanog 1, Key Lab Marine Sci & Numer Modelling, Qingdao 266061, Peoples R China
推荐引用方式 GB/T 7714	Wang, Changying,Zhang, Jie,Ma, Yi. Coastline interpretation from multispectral remote sensing images using an association rule algorithm[J]. INTERNATIONAL JOURNAL OF REMOTE SENSING,2010,31(24):6409-6423.
APA	Wang, Changying,Zhang, Jie,&Ma, Yi.(2010).Coastline interpretation from multispectral remote sensing images using an association rule algorithm.INTERNATIONAL JOURNAL OF REMOTE SENSING,31(24),6409-6423.
MLA	Wang, Changying,et al."Coastline interpretation from multispectral remote sensing images using an association rule algorithm".INTERNATIONAL JOURNAL OF REMOTE SENSING 31.24(2010):6409-6423.