A METHOD FOR EXTRACTING CHARACTERISTICS OF IMAGE TEXTURE AND IDENTIFYING OF CUTTINGS BY FOURIER TRANSFORM

Wang Dongqiang; Li Wendong; Liu Zonglin; Ci Xinghua; Yang Xiaoming; Zheng Ronger

doi:10.11781/sysydz200804420

Volume 30 Issue 4

Turn off MathJax

Article Contents

Abstract

References

Article Navigation > PETROLEUM GEOLOGY & EXPERIMENT > 2008 > 30(4): 420-423

Wang Dongqiang, Li Wendong, Liu Zonglin, Ci Xinghua, Yang Xiaoming, Zheng Ronger. A METHOD FOR EXTRACTING CHARACTERISTICS OF IMAGE TEXTURE AND IDENTIFYING OF CUTTINGS BY FOURIER TRANSFORM[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2008, 30(4): 420-423. doi: 10.11781/sysydz200804420

Citation:

Wang Dongqiang, Li Wendong, Liu Zonglin, Ci Xinghua, Yang Xiaoming, Zheng Ronger. A METHOD FOR EXTRACTING CHARACTERISTICS OF IMAGE TEXTURE AND IDENTIFYING OF CUTTINGS BY FOURIER TRANSFORM[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2008, 30(4): 420-423. doi: 10.11781/sysydz200804420

Citation:

Wang Dongqiang, Li Wendong, Liu Zonglin, Ci Xinghua, Yang Xiaoming, Zheng Ronger. A METHOD FOR EXTRACTING CHARACTERISTICS OF IMAGE TEXTURE AND IDENTIFYING OF CUTTINGS BY FOURIER TRANSFORM[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2008, 30(4): 420-423. doi: 10.11781/sysydz200804420

PDF( 446 KB)

A METHOD FOR EXTRACTING CHARACTERISTICS OF IMAGE TEXTURE AND IDENTIFYING OF CUTTINGS BY FOURIER TRANSFORM

doi: 10.11781/sysydz200804420

1.
Ocean University of China, Qingdao, Shandong 266100, China
2. Shengli Geological Drilling Company, Dongying, Shandong 257064, China

Received Date: 2007-05-31
Rev Recd Date: 2008-06-23
Publish Date: 2008-07-28

Abstract

Abstract

In the process of logging,it's quite slow for human eyes to identify the cuttings made by the PDC bit.In order to extracting characteristics of cuttings' image texture effectively,using the algorithm of circular Fourier spectral energy,the image's spectral energy in different frequency ranges is classified.Hence the distribution ratio of the spectral energy is calculated and taken as the characteristic.With the basis of the results of artificial identifying,the characteristics of the standard samples are taken as the training characteristics to test the ones of the random samples using Bayes classifier in the identifying process.The reliability of the method is also tested.It proved that the method was relatively good to analyze the character of cuttings with an identifying accuracy 99.44% for mudstone.
- PDC bit,
- cutting logging,
- Fourier transform,
- image texture,
- Bayes classifier,
- identify of cuttings character

FullText(HTML)

References(10)

References

[1]	鲍云杰,高玉凯,石景艳等.岩屑定量描述评价仪的研制[J].测井技术,1999,23(1):68～71
[2]	张社民.细碎岩屑地质录井方法研究[J].河南石油,2004,18(1):14～16
[3]	刘锐娥,孙粉锦,卫孝锋等.鄂尔多斯盆地中东部山2段储集层岩性微观特征差异性的地质意义[J].石油勘探与开发,2005,32(5):56～58
[4]	刘晓,方锡贤,牛书立.PDC 钻头钻进条件下录井方法探讨[J].断块油气田,2002,9(4):26～29
[5]	钱书红,章卸贤.PDC 钻头钻井时对录井的影响及处理方法探讨[J].海洋石油,2003,23(2):78～82
[6]	Zhou F F,Shi J Q.Texture feature based on local Fourier transform[J].IEEE International Conference on Image Processing,2001,17(2):610～613
[7]	Castalman K R.Digital image processing[M].Englewoo:Prentice Hall,1998
[8]	朱小燕,王松.傅里叶变换在粘连文字图像切分中的应用[J].计算机学报,1999,22(12):1246～1252
[9]	徐贵力,毛罕平.利用傅里叶变换提取图像纹理特征新方法[J].光电工程,2004,11(31):55～58
[10]	张丽霞,赵大宇.一种扩展的朴素贝叶斯分类器改进算法[J].计算机技术与发展,2006,16,(5):28～30

Relative Articles

[1]	YU Xiaolu, LI Longlong, JIANG Hong, LU Longfei, DU Chongjiao. Application of sparry grain limestone petrographic analysis combining image processing and deep learning[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2023, 45(5): 1026-1038. doi: 10.11781/sysydz2023051026
[2]	LI Erting, SHI Quan, MA Cong, LEI Haiyan, WU Jianxun, ROUZI Dilidaer, GAO Xiuwei, WANG Ming. Analysis of polar compounds in biodegraded heavy oil by negative ion electrospray Fourier transform ion cyclotron resonance mass spectrometry[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2022, 44(3): 515-521. doi: 10.11781/sysydz202203515
[3]	ZHANG Wei, HE Faqi, YAN Xiangbin, CAI Lixue. Study and application of identification and description methods for lithologic traps in large braided river sheet composite channels[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2021, 43(3): 432-442. doi: 10.11781/sysydz202103432
[5]	YU Xiaolu, YE Kai, DU Chongjiao, GONG Hanning, MA Zhongliang. Microscopic recognition of micro fossils in carbonate rocks based on convolutional neural network[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2021, 43(5): 880-885. doi: 10.11781/sysydz202105880
[6]	LIU Zengqin, GUO Shaobin. Reservoir characteristics of high clay content and microporous tight litharenites in marine-continental transitional environments[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2020, 42(2): 223-232. doi: 10.11781/sysydz202002223
[9]	Yang Jun, Shen Zhongmin, Wang Guojian, Cheng Tongjin, Lu Li. A new viewpoint about the relationship between carbonate content and acidolysis hydrocarbon[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2015, 37(1): 92-96. doi: 10.11781/sysydz201501092
[10]	Xie Xiaomin, Tenger, Yang Yunfeng, Hu Mingxia, Bian Lizeng. Application of Leica QWin_V3 image analysis software in organic petrologic quantitative study[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2013, 35(4): 468-472. doi: 10.11781/sysydz201304468
[11]	Wang Jing, Gao Lin, Fu Zheyi, Wang Jinyi. Application of X-ray fluorescence logging technique in lithologic identification:A case study in wells YB10 and YB22, Yuanba region, northeast Sichuan Basin[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2011, 33(5): 552-558. doi: 10.11781/sysydz201105552
[12]	Wang Zhizhan, Zhai Shende, Zhou Lifa, Deng Meiyin, Wang Shoujun. APPLICATION OF NUCLEAR MAGNETIC RESONANCE LOGGING TECHNOLOGY IN PHYSICAL PROPERTY ANALYSIS OF ROCK[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2005, 27(6): 619-623. doi: 10.11781/sysydz200506619
[13]	MENG Yuan-lin, XIAO Li-hua, ZHANG Qing-chang, HOU Chang-ye, LI Tai-hao, HAO Cui-juan, ZHANG Chong-gang, LI Ge. A NEW MODEL FOR DISTINGUISHING HYDROCARBON RESERVOIRS IN GEOCHEMICAL LOGGING AND ITS APPLICATION TO KEERQING OIL FILED[J]. PETROLEUM GEOLOGY & EXPERIMENT, 2000, 22(1): 74-76. doi: 10.11781/sysydz200001074
[14]	Xiao Lihua, Meng Yuanlin, Gao Daling, Hao Cuijuan, Li Hong, Hou Chuangye. A NEW CALCULATION METHOD FOR HYDROCARBON GENERATION AND DISCHARGE AMOUNT IN GEOCHEMICAL LOGGING[J]. PETROLEUM GEOLOGY & EXPERIMENT, 1998, 20(1): 98-102. doi: 10.11781/sysydz199801098
[15]	Chen Jianfei. THE CHARACTERISTIC ANALYSIS ON GAS LOGGINGS OF THE TOP OIL/GAS BEDS, CARBONIFEROUS SYSTEM,IN MAI NO.3 WELL[J]. PETROLEUM GEOLOGY & EXPERIMENT, 1995, 17(1): 99-103. doi: 10.11781/sysydz199501099
[17]	Jiang Meixian, Chen Weijun. CUTTING-GAS ANALYSIS[J]. PETROLEUM GEOLOGY & EXPERIMENT, 1986, 8(3): 199-204. doi: 10.11781/sysydz198603199

Supplements(0)

Cited By

Proportional views

Proportional views

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142

Citation

XML

PDF-CN

Article Metrics

Article views (836) PDF downloads(280)

A METHOD FOR EXTRACTING CHARACTERISTICS OF IMAGE TEXTURE AND IDENTIFYING OF CUTTINGS BY FOURIER TRANSFORM

doi: 10.11781/sysydz200804420

Abstract

References

Relative Articles

Proportional views

Catalog

通讯作者: 陈斌, bchen63@163.com

Article Metrics

Proportional views

Related

A METHOD FOR EXTRACTING CHARACTERISTICS OF IMAGE TEXTURE AND IDENTIFYING OF CUTTINGS BY FOURIER TRANSFORM

doi: 10.11781/sysydz200804420

Abstract

References

Relative Articles

Proportional views

Catalog

通讯作者: 陈斌, bchen63@163.com

Article Metrics

Proportional views

Related

Export File

Citation

Format

Content