DocumentCode :
557711
Title :
A feature extraction algorithm of wax crystal and liquid phase crude morph in waxy crude
Author :
Shuang, Kai ; Jin, Ming
Author_Institution :
Coll. of Geophys. & Inf. Eng., China Univ. of Pet.-Beijing, Beijing, China
Volume :
2
fYear :
2011
fDate :
15-17 Oct. 2011
Firstpage :
824
Lastpage :
827
Abstract :
Wax crystal morph is one of the prime inner factors that influence the rheological property of waxy crude at low temperature. The normal way to identify wax crystal morph is to qualitatively compare the wax crystal images obtained from video-microscopy. To develop a mechanistic rheological model of a waxy crude, quantitative characterization of wax crystal morph is necessary. In this paper, the 2D entropy threshold method is used to segment wax crystal images, and the grain size, shape characters of wax crystals and the continuous liquid phase character are extracted through a statistic method. An improved discrete algorithm is proposed to calculate the circularity of wax crystals. In addition, a morphology method of calculating wax crystal growing region is presented to describe the distribution of the continuous phase in the crude.
Keywords :
feature extraction; grain size; image segmentation; rheology; waxes; 2D entropy threshold; continuous liquid phase character; feature extraction; grain size; image segment; liquid phase crude morph; mechanistic rheological model; prime inner factors; rheological property; shape characters; video microscopy; wax crystal images; waxy crude; Educational institutions; Entropy; Grain size; Image segmentation; Morphology; Shape; Morphology processing; Rheological property; Wax crystal;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
Type :
conf
DOI :
10.1109/CISP.2011.6100355
Filename :
6100355
Link To Document :
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