Innovative unscented transform–based particle cardinalized probability hypothesis density filter for multi-target tracking:

作者: Bo Li , Huawei Yi , Xiaohui Li

DOI: 10.1177/0020294019877494

关键词:

摘要: Multi-target tracking is widely applied in video surveillance systems. As we know, although the standard particle cardinalized probability hypothesis density filter can estimate state of …

参考文章(23)
Ramona Georgescu, Peter Willett, The Multiple Model CPHD Tracker IEEE Transactions on Signal Processing. ,vol. 60, pp. 1741- 1751 ,(2012) , 10.1109/TSP.2012.2183128
B. Ristic, D. Clark, Ba-Ngu Vo, Ba-Tuong Vo, Adaptive Target Birth Intensity for PHD and CPHD Filters IEEE Transactions on Aerospace and Electronic Systems. ,vol. 48, pp. 1656- 1668 ,(2012) , 10.1109/TAES.2012.6178085
Zhi Liu, Caiyun Mao, Jing Luo, Yun Zhang, CL Philip Chen, None, A three-domain fuzzy wavelet network filter using fuzzy PSO for robotic assisted minimally invasive surgery Knowledge Based Systems. ,vol. 66, pp. 13- 27 ,(2014) , 10.1016/J.KNOSYS.2014.03.025
Cheng Ouyang, Hong-Bing Ji, Ye Tian, Improved Gaussian Mixture CPHD Tracker for Multitarget Tracking IEEE Transactions on Aerospace and Electronic Systems. ,vol. 49, pp. 1177- 1191 ,(2013) , 10.1109/TAES.2013.6494406
Jianjun Yin, Jianqiu Zhang, Klaas Mike, The Marginal Rao-Blackwellized Particle Filter for Mixed Linear/Nonlinear State Space Models Chinese Journal of Aeronautics. ,vol. 20, pp. 346- 352 ,(2007) , 10.1016/S1000-9361(07)60054-5
Yubing Han, A Rao–Blackwellized Particle Filter for Adaptive Beamforming With Strong Interference IEEE Transactions on Signal Processing. ,vol. 60, pp. 2952- 2961 ,(2012) , 10.1109/TSP.2012.2189764
Martin Ulmke, Ozgur Erdinc, Peter Willett, GMTI Tracking via the Gaussian Mixture Cardinalized Probability Hypothesis Density Filter IEEE Transactions on Aerospace and Electronic Systems. ,vol. 46, pp. 1821- 1833 ,(2010) , 10.1109/TAES.2010.5595597
Syed Ahmed Pasha, Ba-Ngu Vo, Hoang Duong Tuan, Wing-Kin Ma, A Gaussian Mixture PHD Filter for Jump Markov System Models IEEE Transactions on Aerospace and Electronic Systems. ,vol. 45, pp. 919- 936 ,(2009) , 10.1109/TAES.2009.5259174
Xinyu Xu, Baoxin Li, Adaptive Rao–Blackwellized Particle Filter and Its Evaluation for Tracking in Surveillance IEEE Transactions on Image Processing. ,vol. 16, pp. 838- 849 ,(2007) , 10.1109/TIP.2007.891074