气候变化领域集成服务门户(CCPortal): Handling uncertainties in image mining for remote sensing studies

CCPortal

DOI	10.1080/01431160903130895
	Handling uncertainties in image mining for remote sensing studies
	Stein, A.; Hamm, N. A. S.; Ye, Qinghua
通讯作者	Stein, A (通讯作者)
发表日期	2009
ISSN	0143-1161
EISSN	1366-5901
起始页码	5365
结束页码	5382
卷号	30 期号:20
英文摘要	This paper presents an overview of uncertainty handling in remote sensing studies. It takes an image-mining perspective and identifies different ways of handling uncertainties. It starts with the pixel, and through object identification and modelling, proceeds towards monitoring and decision making. Methods presented originate both from probability-and fuzzy-logic-based approaches. The paper is illustrated with three examples, one from a geographic information system stored object, one from an object identified from a remotely sensed image directly and a practical case study from the Tibet plateau. An important remaining topic is to combine and integrate errors and uncertainties collected during the whole image-mining process.
关键词	AREAL UNIT PROBLEM GLACIER VARIATIONS CLASSIFICATION BOUNDARIES REGION SCALE
语种	英语
WOS研究方向	Remote Sensing ; Imaging Science & Photographic Technology
WOS类目	Remote Sensing ; Imaging Science & Photographic Technology
WOS记录号	WOS:000271443000008
来源期刊	INTERNATIONAL JOURNAL OF REMOTE SENSING
来源机构	中国科学院青藏高原研究所
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/257637
推荐引用方式 GB/T 7714	Stein, A.,Hamm, N. A. S.,Ye, Qinghua. Handling uncertainties in image mining for remote sensing studies[J]. 中国科学院青藏高原研究所,2009,30(20).
APA	Stein, A.,Hamm, N. A. S.,&Ye, Qinghua.(2009).Handling uncertainties in image mining for remote sensing studies.INTERNATIONAL JOURNAL OF REMOTE SENSING,30(20).
MLA	Stein, A.,et al."Handling uncertainties in image mining for remote sensing studies".INTERNATIONAL JOURNAL OF REMOTE SENSING 30.20(2009).