Senekal, F2010-12-232010-12-232010-11Senekal, 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 6978-0-7992-2470-2http://hdl.handle.net/10204/470821st Annual Symposium of the Pattern Recognition Association of South Africa (PRASA), Stellenbosch, South Africa, 22-23 November 2010A 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.enVisual target trackingFeature-based approachesRegion-based approachesTrackingObject detectionPRASA 2010Conference PresentationSenekal, F. (2010). Fast region-based object detection and tracking using correlation of features. PRASA 2010. http://hdl.handle.net/10204/4708Senekal, F. "Fast region-based object detection and tracking using correlation of features." (2010): http://hdl.handle.net/10204/4708Senekal F, Fast region-based object detection and tracking using correlation of features; PRASA 2010; 2010. http://hdl.handle.net/10204/4708 .TY - Conference Presentation AU - Senekal, F AB - 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. DA - 2010-11 DB - ResearchSpace DP - CSIR KW - Visual target tracking KW - Feature-based approaches KW - Region-based approaches KW - Tracking KW - Object detection KW - PRASA 2010 LK - https://researchspace.csir.co.za PY - 2010 SM - 978-0-7992-2470-2 T1 - Fast region-based object detection and tracking using correlation of features TI - Fast region-based object detection and tracking using correlation of features UR - http://hdl.handle.net/10204/4708 ER -