A multi-mode image tracking system based on distributed fusion
Proceedings of the Fifth International Conference on Information Fusion. FUSION 2002. (IEEE Cat.No.02EX5997) - Tập 2 - Trang 832-837 vol.2
Tóm tắt
In this paper, a multi-mode image tracking system was designed, which uses the distributed structure to fuse the tracking results of these modes. Because of noise in the image, the presence of occlusion, and deformation of the tracked target, some tracking algorithms may fail. The aim of the paper is to merge the advantages of all tracking algorithms to obtain robust behaviour. There are three tracking models applied in this system, based on region, B-snake, and distinguished points. Each of these three modes contributes to the fusion center, and communicates with other models. Results show that this system could overcome common problems in tracking.
Từ khóa
#Target tracking #Active contours #Fuses #Computer crime #Sensor systems #Covariance matrix #Design engineering #Noise robustness #Image processing #Computer visionTài liệu tham khảo
10.1109/ICCV.1993.378195
10.1109/ICCV.1995.466925
10.1109/25.740109
10.1109/34.93808
10.1109/34.771328
10.1109/83.541430
10.1007/BF00133570
10.1109/34.857008
benjamin, 1996, TTie Detection of 2D Image Features Using Local Energy
10.1109/CVPR.1997.609371
kirubarajan, 1999, topography-based vs-imm estimator for large-scale ground target tracking, IEE Colloquium Target Tracking Algorithms and Applications, 11/1
gelb, 1974, Applied Optimal Estimation