Title :
A technique to segment by tracking extended targets manoeuvring through complex scenes
Author :
Watson, G. ; Gilholm, K. ; Watson, Scott ; Wallace, James M.
Abstract :
We present an innovative optical flow based algorithm that uses a memory of both target appearance and motion in order to simultaneously segment and track extended targets through complex scenes. A particularly attractive feature of this approach is that is assumes little prior knowledge of the scene content (background, clutter etc) and can cope with a variety of target types and numbers. The algorithm will be demonstrated on synthetic and real-world, visual-band imagery.
Keywords :
Kalman filtering; Segmentation; Tracking; extended targets; optical flow;
Conference_Titel :
Target Tracking and Data Fusion: Algorithms and Applications, 2008 IET Seminar on
Conference_Location :
Birmingham
Print_ISBN :
978-0-86341-910-2