Jason L. Williams
Jason L. Williams
CSIRO Data61
Verified email at alum.mit.edu
Title
Cited by
Cited by
Year
Approximate dynamic programming for communication-constrained sensor network management
JL Williams, JW Fisher III, AS Willsky
IEEE Transactions on signal Processing 55 (8), 4300-4311, 2007
1842007
Marginal multi-Bernoulli filters: RFS derivation of MHT, JIPDA, and association-based member
JL Williams
IEEE Transactions on Aerospace and Electronic Systems 51 (3), 1664-1687, 2015
1642015
Cost-function-based Gaussian mixture reduction for target tracking
JL Williams, PS Maybeck
Proceedings of the sixth international conference of Information fusion 2 …, 2003
1482003
Message passing algorithms for scalable multitarget tracking
F Meyer, T Kropfreiter, JL Williams, R Lau, F Hlawatsch, P Braca, MZ Win
Proceedings of the IEEE 106 (2), 221-259, 2018
1222018
Approximate evaluation of marginal association probabilities with belief propagation
JL Williams, RA Lau
IEEE Transactions on Aerospace and Electronic Systems 50 (4), 2942-2959, 2014
1102014
Information theoretic sensor management
JL Williams
Massachusetts Institute of Technology, 2007
1022007
Gaussian Mixture Reduction of Tracking Multiple Maneuvering Targets in Clutter
JL Williams
892003
An efficient, variational approximation of the best fitting multi-Bernoulli filter
JL Williams
IEEE Transactions on Signal Processing 63 (1), 258-273, 2015
792015
Poisson multi-Bernoulli mixture filter: direct derivation and implementation
ÁF García-Fernández, JL Williams, K Granström, L Svensson
IEEE Transactions on Aerospace and Electronic Systems 54 (4), 1883-1901, 2018
762018
Hybrid Poisson and multi-Bernoulli filters
JL Williams
2012 15th International Conference on Information Fusion, 1103-1110, 2012
662012
An approximate dynamic programming approach to a communication constrained sensor management problem
JL Williams, JW Fisher III, AS Willsky
Proc. Eighth International Conference of Information Fusion, 2005
422005
Performance guarantees for information theoretic active inference
JL Williams, JW Fisher III, AS Willsky
Artificial Intelligence and Statistics, 620-627, 2007
402007
Cost-function-based hypothesis control techniques for multiple hypothesis tracking
JL Williams, PS Maybeck
Mathematical and Computer Modelling 43 (9-10), 976-989, 2006
402006
Bayesian Methods in the Search for MH370
S Davey, N Gordon, I Holland, M Rutten, J Williams
Springer Singapore, 2016
352016
Data association by loopy belief propagation
JL Williams, RA Lau
2010 13th International Conference on Information Fusion, 1-8, 2010
322010
Convergence of loopy belief propagation for data association
JL Williams, RA Lau
2010 Sixth International Conference on Intelligent Sensors, Sensor Networks …, 2010
312010
Poisson multi-Bernoulli mixture trackers: continuity through random finite sets of trajectories
K Granström, L Svensson, Y Xia, J Williams, ÁF García-Femández
2018 21st International Conference on Information Fusion (FUSION), 1-5, 2018
282018
Radar sensor management for detection and tracking
K White, J Williams, P Hoffensetz
2008 11th International Conference on Information Fusion, 1-8, 2008
232008
Extended target Poisson multi-Bernoulli mixture trackers based on sets of trajectories
Y Xia, K Granström, L Svensson, ÁF García-Fernández, JL Williams
arXiv preprint arXiv:1911.09025, 2019
19*2019
Multiple scan data association by convex variational inference
JL Williams, RA Lau
IEEE Transactions on Signal Processing 66 (8), 2112-2127, 2018
182018
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