Application of ant colony algorithm to FMI logging segmentation

L I Panpan; ZHU Xiaomin; ZHU Shifa; L IANG Xiaowei; NIU Xiaobing; ZHENG Qinghua

doi:10.3969/j.issn.1673-8926.2014.02.018

Lithologic Reservoirs >

2014 , Vol. 26 >Issue 2: 114 - 117

DOI: https://doi.org/10.3969/j.issn.1673-8926.2014.02.018

Application of ant colony algorithm to FMI logging segmentation

L I Panpan ,
ZHU Xiaomin ,
ZHU Shifa ,
L IANG Xiaowei ,
NIU Xiaobing ,
ZHENG Qinghua

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1. Ningxia Exploration Institute of Geophysics and Geochemistry， Yinchuan 750004， China； 2. College of Geophysics and Oil Resource， Yangtze University， Wuhan 430100， China；3. Research Institute of Petroleum Engineering Technology， Jiangsu Oilfield Company， Sinopec， Yangzhou 225000， Jiangsu， China

Online published: 2014-04-06

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Abstract

This paper described the basic principles of OTSU algorithm, segmented the image that created by simulate function with iterative algorithm, OTSU algorithm, and fuzzy C-means clustering algorithm respectively, and analyzed the reasons. We introduced the basic principles of OTSU algorithm optimized by ant colony, and segmented the FMI logging image of a dissolved cavity reservoir. It is concluded that the OTSU algorithm optimized by ant colony can segment the sub-image of the fracture, emposieu and cave, and the efficiency is improved, which provides a very good foundation for the further quantitative calculation.

Key words： reservoir characteristics; reservoir properties; main controlling factors; Chang 4+5 oil reservoir set; Ordos Basin

Cite this article

L I Panpan , ZHU Xiaomin , ZHU Shifa , L IANG Xiaowei , NIU Xiaobing , ZHENG Qinghua . Application of ant colony algorithm to FMI logging segmentation[J]. Lithologic Reservoirs, 2014 , 26(2) : 114 -117 . DOI: 10.3969/j.issn.1673-8926.2014.02.018

References

［1］赵军，海川，张承森.测井储层描述在塔中Ⅰ号礁滩体中的应用［J］.岩性油气藏，2008，20（2）：86-90.
［2］张丽莉，刘瑞林.两种图像分割算法在FMI 成像资料中的应用［J］.石油天然气学报（江汉石油学院学报），1999，21（4）：88-90.
［3］张丽莉，刘波.聚类分割在FMI 测井资料中的应用［J］.石油地球物理勘探，2001，36（1）：26-29.
［4］周云才，赵帮清.二维小波变换的方向性及其在FMI 图像处理中的应用［J］.石油矿场机械，2005，34（3）：54-56.
［5］ Liu Ruilin，Wu Yueqi，Liu Jianhua，et al. The segmentation of FMI image based on 2-D dyadic wavelet transform［J］. Application of Geophysics，2005，2（2）：85-88.
［6］赵军，祁兴中，刘瑞林，等.基于图像分割的成像测井资料目标拾取与计算［J］.地球物理学进展，2007，22（5）：1502-1509.
［7］段海滨.蚁群算法原理及其应用［M］.北京：科学出版社，2005：302-305.
［8］章毓晋.图像处理和分析［M］.北京：清华大学出版社，1999：192-194.
［9］李士勇，陈永强，李妍.蚁群算法及其应用［M］.哈尔滨：哈尔滨工业大学出版社，2004：288-310.

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