A new method for object detection using region based characteristics is proposed. The method uses correlation between features over a region as a descriptor for the region. It is shown that this region descriptor can be successfully applied to object detection and tracking problems. An attractive property of the method is that region characterisation, region matching and localisation can be done sufficiently fast to use the method in a real-time system.
Reference:
Senekal, F. 2010. Fast region-based object detection and tracking using correlation of features. 21st Annual Symposium of the Pattern Recognition Association of South Africa (PRASA), Stellenbosch, South Africa, 22-23 November 2010, pp 6
Senekal, F. (2010). Fast region-based object detection and tracking using correlation of features. PRASA 2010. http://hdl.handle.net/10204/4708
Senekal, F. "Fast region-based object detection and tracking using correlation of features." (2010): http://hdl.handle.net/10204/4708
Senekal F, Fast region-based object detection and tracking using correlation of features; PRASA 2010; 2010. http://hdl.handle.net/10204/4708 .
