Publications


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sensor fusion
M. E. Campbell and Whitacre, W. W., Cooperative Tracking using Vision Measurements on SeaScan UAV's, IEEE Transactions on Control Systems Technology, vol. 15, pp. 613–626, 2007.
I. Miller and Campbell, M. E., Particle filtering for map-aided localization in sparse GPS environments, in IEEE International Conference on Robotics and Automation, Pasadena, CA, 2008, pp. 1834–1841.
J. R. Schoenberg, Nathan, A., and Campbell, M. E., Segmentation of dense range information in complex urban scenes, in IEEE/RSJ International Conference on Intelligent Robots and Systems, Taipei, Taiwan, 2010, pp. 2033–2038.
K. Wyffels and Campbell, M. E., Modeling and Fusing Negative Information For Dynamic Extended Multi-object Tracking, in IEEE International Conference on Robotics and Automation (ICRA), Karlsruhe, Germany, 2013, pp. 3176-3182.
K. Wyffels and Campbell, M. E., Negative Observations for Multiple Hypothesis Tracking of Dynamic Extended Objects, in Proceedings of the American Control Conference (ACC), Portland, OR, 2014.
K. Wyffels and Campbell, M. E., Joint tracking and non-parametric shape estimation of arbitrary extended objects, in Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), Seattle, Washington, 2015.
K. Wyffels and Campbell, M. E., Negative Information For Occlusion Reasoning In Dynamic Extended Multiobject Tracking, IEEE Transactions on Robotics, vol. 31, no. 2, pp. 425-442, 2015.
K. Wyffels and Campbell, M., Precision tracking via joint detailed shape estimation of arbitrary extended objects, IEEE Transactions on Robotics, vol. 33, no. 2, pp. 1-20, 2016.
K. Wyffels and Campbell, M., Priority-Based Tracking of Extended Objects, Journal of Advances in Information Fusion, vol. 12, no. 1, pp. 1-17, 2017.
robustness
M. E. Campbell and Grocott, S. C. O., Parametric uncertainty model for control design and analysis, IEEE Transactions on Control Systems Technology, vol. 7, pp. 85–96, 1999.
Robotics and Automation
J. R. Schoenberg and Campbell, M. E., Distributed Terrain Estimation Using a Mixture-Model Based Algorithm, in International Conference on Information Fusion, Seattle, WA, 2009, pp. 960–967.
robotics
N. Ahmed, Schoenberg, J. R., and Campbell, M. E., Fast Weighted Exponential Product Rules for Robust General Multi-Robot Data Fusion, in Robotics: Science and Systems, Sydney, Australia, 2012.
M. E. Campbell, Intelligent Autonomy in Robotic Systems, The Bridge, Quarterly of the National Academy of Engineering, vol. Winter, pp. 27–34, 2010.
M. E. Campbell, Egerstedt, M., How, J. P., and Murray, R. M., Autonomous driving in urban environments: approaches, lessons and challenges., Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, vol. 368, pp. 4649–72, 2010.
L. Fletcher, Teller, S., Olson, E., Moore, D., Kuwata, Y., How, J. P., Leonard, J., Miller, I., Campbell, M. E., Huttenlocher, D., Nathan, A., and Kline, F. -robert, The MIT-Cornell collision and why it happened, Journal of Field Robotics, vol. 25, pp. 775–807, 2008.
I. Miller and Campbell, M. E., Team Cornell's Skynet: Robust perception and planning in an urban environment, Journal of Field Robotics, vol. 25, pp. 493–527, 2008.
C. Rivadeneyra and Campbell, M. E., Probabilistic multi-level maps from LIDAR data, The International Journal of Robotics Research, vol. 30, pp. 1508–1526, 2011.
K. Wyffels and Campbell, M. E., Modeling and Fusing Negative Information For Dynamic Extended Multi-object Tracking, in IEEE International Conference on Robotics and Automation (ICRA), Karlsruhe, Germany, 2013, pp. 3176-3182.
K. Wyffels and Campbell, M. E., Negative Observations for Multiple Hypothesis Tracking of Dynamic Extended Objects, in Proceedings of the American Control Conference (ACC), Portland, OR, 2014.
K. Wyffels and Campbell, M. E., Joint tracking and non-parametric shape estimation of arbitrary extended objects, in Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), Seattle, Washington, 2015.
robot sensor fusion
N. Ahmed, Sample, E. M., and Campbell, M. E., Bayesian Multicategorical Soft Data Fusion for Human–Robot Collaboration, IEEE Transactions on Robotics, vol. 29, pp. 189–206, 2013.
robot perception
K. Wyffels and Campbell, M. E., Negative Information For Occlusion Reasoning In Dynamic Extended Multiobject Tracking, IEEE Transactions on Robotics, vol. 31, no. 2, pp. 425-442, 2015.
K. Wyffels and Campbell, M., Precision tracking via joint detailed shape estimation of arbitrary extended objects, IEEE Transactions on Robotics, vol. 33, no. 2, pp. 1-20, 2016.
K. Wyffels and Campbell, M., Priority-Based Tracking of Extended Objects, Journal of Advances in Information Fusion, vol. 12, no. 1, pp. 1-17, 2017.

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