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Stefano Soatto

Affiliations: 
Electrical Engineering University of California, Los Angeles, Los Angeles, CA 
Area:
Computer vision, machine learning, robotics
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"Stefano Soatto"
Bio:

Soatto, Stefano (1996) A geometric framework for dynamic vision. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/x87w-t943.

Cross-listing: Robotree

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Parents

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John Comstock Doyle grad student 1996 Caltech (MathTree)
Pietro Perona grad student 1993-1996 Caltech (Neurotree)
 (A Geometric Framework for Dynamic Vision)

Children

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Gianfranco Doretto grad student 2005 UCLA
Alessandro Bissacco grad student 2007 UCLA
Andrea Vedaldi grad student 2008 UCLA
Eagle S. Jones grad student 2009 UCLA
Brian D. Fulkerson grad student 2010 UCLA
Teresa H. Ko grad student 2010 UCLA
Jason Meltzer grad student 2010 UCLA
Michail Raptis grad student 2011 UCLA
Kamil A. Wnuk grad student 2011 UCLA
Zhao Yi grad student 2011 UCLA
Alper Ayvaci grad student 2012 UCLA
Jeremi Sudol grad student 2013 UCLA
Georgios Georgiadis grad student 2010-2015 UCLA
Haibin Ling post-doc (Neurotree)

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Publications

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Hong BW, Koo J, Burger M, et al. (2019) Adaptive Regularization of Some Inverse Problems in Image Analysis. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society
Achille A, Soatto S. (2018) Information Dropout: Learning Optimal Representations Through Noisy Computation. Ieee Transactions On Pattern Analysis and Machine Intelligence
Estellers V, Scott MA, Soatto S. (2016) Robust Surface Reconstruction Siam Journal On Imaging Sciences. 9: 2073-2098
Estellers V, Soatto S. (2016) Detecting Occlusions as an Inverse Problem Journal of Mathematical Imaging and Vision. 54: 181-198
Hong BW, Soatto S. (2015) Shape Matching Using Multiscale Integral Invariants. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 151-60
Estellers V, Soatto S, Bresson X. (2015) Adaptive regularization with the structure tensor. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 24: 1777-90
Doretto G, Ravichandran A, Vidal R, et al. (2014) Dynamical Systems in Video Analysis Academic Press Library in Signal Processing. 4: 461-487
Valente L, Tsai YHR, Soatto S. (2014) Information-seeking control under visibility-based uncertainty Journal of Mathematical Imaging and Vision. 48: 339-358
Micheli M, Lou Y, Soatto S, et al. (2014) A linear systems approach to imaging through turbulence Journal of Mathematical Imaging and Vision. 48: 185-201
Lou Y, Kang SH, Soatto S, et al. (2013) Video stabilization of atmospheric turbulence distortion Inverse Problems and Imaging. 7: 839-861
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