科学技术与工程
科學技術與工程
과학기술여공정
SCIENCE TECHNOLOGY AND ENGINEERING
2015年
24期
57-60
,共4页
张磊%姚军%王锋%高莹%杨永飞%魏微%张琦%张建光
張磊%姚軍%王鋒%高瑩%楊永飛%魏微%張琦%張建光
장뢰%요군%왕봉%고형%양영비%위미%장기%장건광
数字岩心%图像分割%Otsu方法%分形
數字巖心%圖像分割%Otsu方法%分形
수자암심%도상분할%Otsu방법%분형
digital core%image segmentation%Otsu method%fractal
考虑岩石的孔隙度和孔隙结构的分形特征的关系,结合图像分割Otsu算法,提出Otsu算法的分形校正算法。首先对三种砂岩岩心的扫描图像进行处理,得到结果与实验结果进行对比,发现分形校正算法能够大大提高图像分割的准确度;此外对致密性气藏岩心和页岩岩心进行处理,分形校正算法的结果同样更接近实验值。由于实验得到为岩心的有效孔隙度,因此比计算值偏小。对于实验难以测量孔隙度的岩心,可以采用Otsu分形校正算法对扫描图像进行处理,得到其孔隙度。
攷慮巖石的孔隙度和孔隙結構的分形特徵的關繫,結閤圖像分割Otsu算法,提齣Otsu算法的分形校正算法。首先對三種砂巖巖心的掃描圖像進行處理,得到結果與實驗結果進行對比,髮現分形校正算法能夠大大提高圖像分割的準確度;此外對緻密性氣藏巖心和頁巖巖心進行處理,分形校正算法的結果同樣更接近實驗值。由于實驗得到為巖心的有效孔隙度,因此比計算值偏小。對于實驗難以測量孔隙度的巖心,可以採用Otsu分形校正算法對掃描圖像進行處理,得到其孔隙度。
고필암석적공극도화공극결구적분형특정적관계,결합도상분할Otsu산법,제출Otsu산법적분형교정산법。수선대삼충사암암심적소묘도상진행처리,득도결과여실험결과진행대비,발현분형교정산법능구대대제고도상분할적준학도;차외대치밀성기장암심화혈암암심진행처리,분형교정산법적결과동양경접근실험치。유우실험득도위암심적유효공극도,인차비계산치편소。대우실험난이측량공극도적암심,가이채용Otsu분형교정산법대소묘도상진행처리,득도기공극도。
Combining the image segmentation method of Otsu, the Otsu fractal correction algorithm is proposed, based on the relationship between porosity and the fractal characters of the pore structure.At first, the results of three kinds of sandstone cores scanned images are compared with experimental results.The accuracy of image seg-mentation is highly enhanced with the usage of Otsu fractal correction algorithm.Besides, the results of the correc-tion algorithm, which are obtained by processing the images of tight sandstone and shale core, are more close to the experimental values, albeit bigger, which is due to the fact that the results of the experiments are the effective po-rosities.In conclusion, the Otsu fractal correction algorithm could be utilized to calculate the porosity through pro-cessing the scanned images of cores which are difficult to be measured by experiments.