Investigation on Automatic Data Acquisition of Well Logging Curve based on Color Recognition

doi:10.1088/1742-6596/1237/2/022164

CORC > 地质与地球物理研究所 > 中国科学院地质与地球物理研究所 > 中国科学院页岩气与地质工程重点实验室

	Investigation on Automatic Data Acquisition of Well Logging Curve based on Color Recognition
	Wang,Han 1; Ye,Zhihui 1; Chen,Dong 2; Zhu,Dandan 3; Li,Shouding 4,5,6
刊名	Journal of Physics: Conference Series
	2019-06-01
卷号	1237 期号:2
ISSN号	1742-6588
DOI	10.1088/1742-6596/1237/2/022164
英文摘要	Abstract Well logging data are important to evaluate rock and fluid properties underground. Many well logging data, as functions of well depth, are conserved as figures in the literature. Digitizing technics should be applied when utilizing the well logging data. In order to address this problem, a method was proposed to automatically identify and acquire the well logging data from well logging curves. Based on the color recognition, this algorithm is able to extract curve features based on pixels. Comparing to other data digitizing methods, the background grid lines could be easily filtered and removed. The algorithm is verified by digitizing some typical well logging curves. This main contribution of this work is to provide a new and efficient way for data digitizing from well logging curves.
语种	英语
出版者	IOP Publishing
WOS记录号	IOP:1742-6588-1237-2-022164
内容类型	期刊论文
源URL	[http://ir.iggcas.ac.cn/handle/132A11/92660]
专题	地质与地球物理研究所_中国科学院页岩气与地质工程重点实验室
作者单位	1.College of Safety and Ocean Engineering, China University of PetroleumBeijing, Beijing, 102249, China 2.State Key Laboratory of Petroleum Resources and Prospecting, College of Petroleum Engineering, China University of PetroleumBeijing, Beijing, 102249, China 3.Beijing Key Lab of Petroleum Data Mining, Department of Computer Science and Technology, Beijing, 102249, China 4.Institute of Geology and Geophysics, Chinese Academy of Sciences, Key Laboratory of Shale Gas and Geoengineering, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing, 100029, China 5.University of Chinese Academy of Sciences, Beijing, 100083, China 6.Institutions of Earth Science, Chinese Academy of Sciences, Beijing, 100029, China
推荐引用方式 GB/T 7714	Wang,Han,Ye,Zhihui,Chen,Dong,et al. Investigation on Automatic Data Acquisition of Well Logging Curve based on Color Recognition[J]. Journal of Physics: Conference Series,2019,1237(2).
APA	Wang,Han,Ye,Zhihui,Chen,Dong,Zhu,Dandan,&Li,Shouding.(2019).Investigation on Automatic Data Acquisition of Well Logging Curve based on Color Recognition.Journal of Physics: Conference Series,1237(2).
MLA	Wang,Han,et al."Investigation on Automatic Data Acquisition of Well Logging Curve based on Color Recognition".Journal of Physics: Conference Series 1237.2(2019).