selected publications

• academic article

  • Integrating Covariance Intersection into Bayesian multi-target tracking filters.  IEEE Transactions on Aerospace and Electronic Systems.  1-18. 2022
  • A Formulation of the Adversarial Risk for Multiobject Filtering.  IEEE Transactions on Aerospace and Electronic Systems.  57:2082-2092. 2021
  • An Algorithm for Large-Scale Multitarget Tracking and Parameter Estimation.  IEEE Transactions on Aerospace and Electronic Systems.  57:2053-2066. 2021
  • Multi-Sensor Network Information for Linear-Gaussian Multi-Target Tracking Systems.  IEEE Transactions on Signal Processing.  69:4312-4325. 2021
  • Local Entropy Statistics for Point Processes.  IEEE Transactions on Information Theory.  66:1155-1163. 2019
  • Joint Registration and Fusion of an Infrared Camera and Scanning Radar in a Maritime Context.  IEEE Transactions on Aerospace and Electronic Systems.  56:1357-1369. 2019
  • A new multi-target tracking algorithm for a large number of orbiting objects.  Advances in Space Research.  64:645-667. 2019
  • Multitarget Filtering With Linearized Complexity.  IEEE Transactions on Signal Processing.  66:4957-4970. 2018
  • Latent Parameter Estimation in Fusion Networks Using Separable Likelihoods.  IEEE Transactions on Signal and Information Processing over Networks.  4:752-768. 2018
  • A Second-Order PHD Filter With Mean and Variance in Target Number.  IEEE Transactions on Signal Processing.  66:48-63. 2017
  • Novel Multi-Object Filtering Approach for Space Situational Awareness.  Journal of Guidance Control and Dynamics.  41:59-73. 2017

• blog posting

  • Integrating Covariance Intersection into Bayesian multi-target tracking filters.  . 2022
  • Integrating Covariance Intersection into Bayesian multi-target tracking filters.  . 2022
  • Kullback’s inequality and Cramer Rao bounds for point process models.  . 2022
  • Kullback’s inequality and Cramer Rao bounds for point process models.  . 2022
  • Latent Parameter Estimation in Fusion Networks Using Separable Likelihoods.  arXiv (Cornell University). 2017
  • On a representation of partially-distinguishable populations.  arXiv (Cornell University). 2016

• conference paper

  • Joint stereo camera calibration and multi-target tracking using the linear-complexity factorial cumulant filter.  . 1-7. 2019
  • Joint multi-target tracking and parameter estimation with the second-order factorial cumulant filter.  2022 25th International Conference on Information Fusion (FUSION). 1-8. 2019
  • A Linear-Complexity Second-Order Multi-Object Filter via Factorial Cumulants.  . 1250-1259. 2018
  • Image registration using single cluster PHD methods.  . 2017
  • A tracker based on a CPHD filter approach for infrared applications.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 80500N-80500N. 2011