DocumentCode
2425501
Title
Image Analysis of Size and Shape of Mineral Particles
Author
Wang, Weixing
Author_Institution
Henan Polytech. Univ., Jiaozuo
Volume
4
fYear
2007
fDate
24-27 Aug. 2007
Firstpage
41
Lastpage
44
Abstract
Mineral analysis is very important in engineering geology. It is often that a geologist analyzes minerals on an image under microscope, or by taking photos. It is difficult to recognize minerals automatically due to the complexity of mineral images. This paper presents the newly studied an image segmentation algorithm for mineral particles. The algorithm consists of image pre-processing, gray level image segmentation, background split, merge of small regions, and merge and split based on shape analysis. The developed algorithm has been tested in a laboratory and works satisfactory.
Keywords
geology; image segmentation; minerals; background split; engineering geology; gray level image segmentation; image analysis; image pre-processing; image segmentation algorithm; mineral images complexity; mineral particles shape; mineral particles size; small regions merging; Algorithm design and analysis; Geology; Image analysis; Image recognition; Image segmentation; Laboratories; Microscopy; Minerals; Shape; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location
Haikou
Print_ISBN
978-0-7695-2874-8
Type
conf
DOI
10.1109/FSKD.2007.353
Filename
4406350
Link To Document