Recent advances in flotation froth image analysis

C Aldrich, E Avelar, X Liu - Minerals Engineering, 2022 - Elsevier
Abstract Machine vision is widely used in the monitoring of froth flotation plants as a means
to assist control operators on the plant. While these systems have a mature ability to analyse …

Online monitoring and control of froth flotation systems with machine vision: A review

C Aldrich, C Marais, BJ Shean, JJ Cilliers - International Journal of Mineral …, 2010 - Elsevier
Research and development into the application of machine vision in froth flotation systems
has continued since its introduction in the late 1980s. Machine vision is able to accurately …

Machine-vision-based control of zinc flotation—a case study

J Kaartinen, J Hätönen, H Hyötyniemi… - Control Engineering …, 2006 - Elsevier
It is widely accepted that mineral flotation is a very challenging control problem due to
chaotic nature of process. This paper introduces a novel approach of combining multi …

The interpretation of flotation froth surfaces by using digital image analysis and neural networks

DW Moolman, C Aldrich, JSJ Van Deventer… - Chemical engineering …, 1995 - Elsevier
The rapid developments in computer vision, computational resources and artificial
intelligence, and the integration of these technologies are creating new possibilities in the …

The significance of flotation froth appearance for machine vision control

DW Moolman, JJ Eksteen, C Aldrich… - International Journal of …, 1996 - Elsevier
The development of robust automatic control systems has proved difficult because of the
complexity of the problem. Flotation is notorious for its susceptibility to process upsets and …

Digital image processing as a tool for on-line monitoring of froth in flotation plants

DW Moolman, C Aldrich, JSJ Van Deventer… - Minerals …, 1994 - Elsevier
As the most important separation technique in mineral processing, flotation has been the
subject of intensive investigation over many years, but despite these efforts it remains a …

Froth delineation based on image classification

W Wang, F Bergholm, B Yang - Minerals Engineering, 2003 - Elsevier
This paper describes a set of image segmentation algorithms for mineral froth images,
based on gray-value valley detection and a kind of image classification. The size, shape …

Characterisation of flotation froth colour and structure by machine vision

G Bonifazi, S Serranti, F Volpe, R Zuco - Computers & Geosciences, 2001 - Elsevier
It is well known and well recognised that flotation is a process that is complex to monitor and
study if a classical approach based on the evaluation of the signals resulting from sensors is …

The classification of froth structures in a copper flotation plant by means of a neural net

DW Moolman, C Aldrich, JSJ Van Deventer… - International Journal of …, 1995 - Elsevier
By making use of grey level dependence matrix methods, digitized images of the froth
phases in a copper flotation plant were reduced to feature vectors without losing essential …

A review of methods to model the froth phase in non-steady state flotation systems

ZT Mathe, MC Harris, CT O'Connor - Minerals Engineering, 2000 - Elsevier
The current of batch flotation froth modelling is critically reviewed in order to identify its
significance and usefulness, particularly in the scale-up of batch data to a continuous …