Title :
Froth image segmentation algorithms and their validation
Author :
Wang, Weixing ; Wang, Luya
Author_Institution :
Image Eng. & Vision Syst. Ltd., Stockholm, Sweden
Abstract :
In mineral processing, froth characteristics are important for flotation results. To monitor the variation of froth characteristics, an optical system has been developed. In the flotation system, one important procedure for image processing and analysis is image segmentation. This paper presents four newly developed segmentation algorithms for froth images. Results of image segmentation were compared to manual segmentation results, and comparisons show that the newly developed algorithms work well for the tested froth images
Keywords :
bubbles; edge detection; image segmentation; mathematical morphology; mineral processing industry; bubbles; edge detection; flotation system; froth characteristics; froth images; image processing; image segmentation algorithms; mineral processing; morphological segmentation; white spots detection; Algorithm design and analysis; Image analysis; Image edge detection; Image recognition; Image segmentation; Image texture analysis; Labeling; Machine vision; Systems engineering and theory; Testing;
Conference_Titel :
Signal Processing Proceedings, 2000. WCCC-ICSP 2000. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-5747-7
DOI :
10.1109/ICOSP.2000.893506