• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Wang, Weixing (Wang, Weixing.) [1] | Chen, Liangqin (Chen, Liangqin.) [2] (Scholars:陈良琴)

Indexed by:

Scopus SCIE

Abstract:

Froth image segmentation is an important and basic part in an online froth monitoring system in mineral processing. The fast and accurate bubble delineation in a froth image is significant for the subsequent froth surface characterization. This paper proposes a froth image segmentation method combining image classification and image segmentation. In the method, an improved Harris corner detection algorithm is applied to classify froth images first. Then, for each class, the images are segmented by automatically choosing the corresponding parameters for identifying bubble edge points through extracting the local gray value minima. Finally, on the basis of the edge points, the bubbles are delineated by using a number of post-processing functions. Compared with the widely used Watershed algorithm and others for a number of lead zinc froth images in a flotation plant, the new method (algorithm) can alleviate the over-segmentation problem effectively. The experimental results show that the new method can produce good bubble delineation results automatically. In addition, its processing speed can also meet the online measurement requirements.

Keyword:

bubble delineation classification froth image gray value minima Harris corner segmentation

Community:

  • [ 1 ] [Wang, Weixing]Fuzhou Univ, Sch Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 2 ] [Chen, Liangqin]Fuzhou Univ, Sch Phys & Informat Engn, Fuzhou 350108, Peoples R China
  • [ 3 ] [Wang, Weixing]Royal Inst Technol, S-10044 Stockholm, Sweden

Reprint 's Address:

  • 陈良琴

    [Chen, Liangqin]Fuzhou Univ, Sch Phys & Informat Engn, Fuzhou 350108, Peoples R China

Show more details

Related Keywords:

Source :

MINERALS

ISSN: 2075-163X

Year: 2015

Issue: 2

Volume: 5

Page: 142-163

1 . 5

JCR@2015

2 . 2 0 0

JCR@2023

ESI Discipline: GEOSCIENCES;

ESI HC Threshold:218

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 11

SCOPUS Cited Count: 15

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

Online/Total:314/10036769
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1