Publications

Journal papers:

M. Micheli, P. W. Michor, and D. B. Mumford. Sectional Curvature in terms of the Cometric, with Applications to the Riemannian Manifolds of Landmarks. Submitted. [arXiv]
M. Micheli, P. W. Michor, and D. B. Mumford. Sobolev curvature of Diff(M) and some of its Chow Coefficients. In preparation.
M. Micheli, Y. Lou, A. Cenedese, S. Soatto and A. Bertozzi, Recovery of Images affected by ground-level Turbulence via Dynamic Texture modeling and Blind Deconvolution. In preparation.
E. Cinquemani, M. Micheli. State Estimation in Stochastic Hybrid Systems with Sparse Observations. IEEE Transactions on Automatic Control, 51(8):1337-1342, August 2006. [pdf]

Conference papers:

M. Micheli. Effects of Curvature on the Analysis of Landmark Shape Manifolds. Proc. of the 2008 IEEE International Conference on Image Processing (ICIP 2008), San Diego, California, October 2008. [pdf]
E. Cinquemani, M. Micheli, G. Picci. Fault Detection in a Class of Stochastic Hybrid Systems. Proc. of the 43rd IEEE Conference on Decision and Control (CDC 2004), Atlantis, Paradise Island, Bahamas, December 2004. [pdf]
E. Cinquemani, M. Micheli, G. Picci. State Estimation and Prediction in a Class of Stochastic Hybrid Systems. Proc. of the 16th International Symposium on the Mathematical Theory of Networks and Systems (MTNS 2004), Katholieke Universiteit Leuven, Belgium, July 2004. [pdf]
M. Micheli, M. I. Jordan. Random Sampling of a Continuous-time Stochastic Dynamical System. Proc. of the 15th International Symposium on the Mathematical Theory of Networks and Systems (MTNS 2002), University of Notre Dame, South Bend, Indiana, August 2002. [pdf]
B. Sinopoli, M. Micheli, G. Donato, T.J. Koo. Vision Based Navigation for an Unmanned Aerial Vehicle. Proc. of the IEEE International Conference on Robotics an Automation (ICRA 2001), Seoul, Korea, May 2001. [pdf]

Theses:

M. Micheli. The Differential Geometry of Landmark Shape Manifolds: Metrics, Geodesics, and Curvature. Ph.D. Thesis, Division of Applied Mathematics, Brown University, 2008. [pdf]
M. Micheli. Random Sampling of a Continuous-time Stochastic Dynamical System: Analysis, State Estimation, and Applications. M.S. Thesis, Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, 2001. [pdf]
M. Micheli. A Probabilistic Approach to Three-dimensional Autonomous Navigation. Laurea Thesis, Dipartimento di Elettronica e Informatica, University of Padova, Italy, 1999. In English, with a preface in Italian. [pdf]

More unpublished reports:

E. Cinquemani, M. Micheli. State Estimation in Stochastic Hybrid Systems with Sparse Observations. University of Padova, Department of Information Engineering, Automatic Control Group (Technical report), January 2005. [pdf]
M. Micheli, A Probabilistic Approach to Motion Field Recovery, University of Padova, Department of Information Engineering, Automatic Control Group (Technical report), January 2003.
M. Micheli. State Estimation and Fault Detection in Stochastic Hybrid Systems. Class Project for EE 291E: Hybrid Systems and Intelligent Control. UC Berkeley, Spring 2001. [pdf]


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