@inproceedings{598aac3a46fd400e8462468ab1180333,
title = "Track-before-detect based on two-stage sampling particle filter",
abstract = "A modified track-before-detect based on two-stage sampling particle filter is proposed for detection and tracking of a target with low signal-to-noise ratio in an image sequence. According to each component's impacting on measurement directly or not, the state vector is partitioned into two parts. Then a higher-dimensional sampling problem in TBD can be changed into two successive lower-dimensional sampling problems. This improves the efficiency of state sampling. Results on simulated data show a higher gain in performance of detection and tracking.",
keywords = "Particle filters, Track before detect, Two-stage sampling",
author = "Xinhua Liang and Quan Pan and Feng Yang and Yanjun Chen",
year = "2010",
doi = "10.1109/ICIECS.2010.5677717",
language = "英语",
isbn = "9781424479412",
series = "2nd International Conference on Information Engineering and Computer Science - Proceedings, ICIECS 2010",
booktitle = "2nd International Conference on Information Engineering and Computer Science - Proceedings, ICIECS 2010",
note = "2nd International Conference on Information Engineering and Computer Science, ICIECS 2010 ; Conference date: 25-12-2010 Through 26-12-2010",
}