DocumentCode
3409296
Title
A Classification of Flotation Froth Based on Geometry
Author
Lin, Xiaozhu ; Zhao, Guoqing ; Gu, Yingying
Author_Institution
Beijing Inst. of Petrochem. Technol., Beijing
fYear
2007
fDate
5-8 Aug. 2007
Firstpage
2716
Lastpage
2720
Abstract
In order to get the exact information of the bubble distribution which is extracted by the watershed transformation algorithm, because of the abnormity of the bubble shape, using the ellipsoidal shape to calculate the major and minor axes is the most appropriate method to describe the flotation froth. At the same time, it was found that weighting by cross sectional area was also the most appropriate method to determine average ellipsoidal diameter. It not only depresses the noise, but also makes for the classification of the froth image. The algorithm of image classification for flotation froth in this paper is based on the flotation froth classification that is proposed by Moolman and classifies the froth image into four classes. And the relationship between the bubble size distribution and the performance of flotation is discussed. It is the basis to the control the flotation by image processing.
Keywords
chemical engineering computing; computational geometry; image classification; mineral processing industry; average ellipsoidal diameter; bubble shape distribution; computational geometry; flotation froth; image classification; image processing; major axes; mineral processing industry; minor axes; watershed transformation algorithm; Chemical analysis; Chemical engineering; Chemical technology; Data mining; Geometry; Image edge detection; Image processing; Performance analysis; Shape; Solids; flotation froth; froth classification; image analysis; weighted value;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation, 2007. ICMA 2007. International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4244-0828-3
Electronic_ISBN
978-1-4244-0828-3
Type
conf
DOI
10.1109/ICMA.2007.4303987
Filename
4303987
Link To Document