Computer vision system for ice detection on power cables

In northern countries, ice storms can cause major power disruptions such as the one that occurred in the Toronto area on December 2013 that left more than 300,000 customers with no electricity immediately after the storm. Prediction of ice formation on power cables can help on taking actions for removing the ice before a major problem occurs. Currently Manitoba Hydro HVDC Research Centre has a vision based ice detection system that uses digital images taken from the overhead line conductors. The system, as it is currently implemented, yields a number of misclassification such as an alarm indicating ice formation in a cable that does not present an ice formation problem, no alarm when there is ice, etc. With state of the art digital image processing techniques the project aims to improve the current performance of this system.

Faculty Supervisor:

Gabriel Thomas


Binglin Li


Manitoba Hydro


Engineering - computer / electrical


Information and communications technologies


University of Manitoba



Current openings

Find the perfect opportunity to put your academic skills and knowledge into practice!

Find Projects