Stefano Soatto
Stefano Soatto
Professor of Computer Science, UCLA
Verified email at ucla.edu - Homepage
Title
Cited by
Cited by
Year
An invitation to 3-d vision
Y Ma, S Soatto, J Kosecka, S Sastry
Springer Verlag, 2004
2446*2004
An invitation to 3-d vision: from images to geometric models
Y Ma, S Soatto, J Kosecka, SS Sastry
Springer Science & Business Media, 2012
23592012
Dynamic textures
G Doretto, A Chiuso, YN Wu, S Soatto
International Journal of Computer Vision, 2003, 2003
10652003
Quick shift and kernel methods for mode seeking
A Vedaldi, S Soatto
European conference on computer vision, 705-718, 2008
8162008
Class segmentation and object localization with superpixel neighborhoods
B Fulkerson, A Vedaldi, S Soatto
2009 IEEE 12th international conference on computer vision, 670-677, 2009
7942009
Kernel density estimation and intrinsic alignment for shape priors in level set segmentation
D Cremers, SJ Osher, S Soatto
International journal of computer vision 69 (3), 335-351, 2006
4382006
Visual-inertial navigation, mapping and localization: A scalable real-time causal approach
ES Jones, S Soatto
The International Journal of Robotics Research 30 (4), 407-430, 2011
4262011
Structure from motion causally integrated over time
A Chiuso, P Favaro, H Jin, S Soatto
IEEE transactions on pattern analysis and machine intelligence 24 (4), 523-535, 2002
4012002
Dynamic texture recognition
P Saisan, G Doretto, YN Wu, S Soatto
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision …, 2001
3892001
Motion estimation via dynamic vision
S Soatto, R Frezza, P Perona
IEEE Transactions on Automatic Control 41 (3), 393-413, 1996
3651996
An algebraic geometric approach to the identification of a class of linear hybrid systems
R Vidal, S Soatto, Y Ma, S Sastry
42nd IEEE International Conference on Decision and Control (IEEE Cat. No …, 2003
3602003
Dynamic textures
S Soatto, G Doretto, YN Wu
Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001
3582001
Entropy-sgd: Biasing gradient descent into wide valleys
P Chaudhari, A Choromanska, S Soatto, Y LeCun, C Baldassi, C Borgs, ...
Proc. of the Intl. Conf. on Learning Representations (ICLR), 2017
3392017
Motion competition: A variational approach to piecewise parametric motion segmentation
D Cremers, S Soatto
International Journal of Computer Vision 62 (3), 249-265, 2005
3262005
A geometric approach to shape from defocus
P Favaro, S Soatto
IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (3), 406-417, 2005
3152005
Integral invariants for shape matching
S Manay, D Cremers, BW Hong, AJ Yezzi, S Soatto
IEEE Transactions on pattern analysis and machine intelligence 28 (10), 1602 …, 2006
3002006
Observability of linear hybrid systems
R Vidal, A Chiuso, S Soatto, S Sastry
International Workshop on Hybrid Systems: Computation and Control, 526-539, 2003
2912003
Emergence of invariance and disentanglement in deep representations
A Achille, S Soatto
The Journal of Machine Learning Research 19 (1), 1947-1980, 2017
2542017
Discovering discriminative action parts from mid-level video representations
M Raptis, I Kokkinos, S Soatto
2012 IEEE conference on computer vision and pattern recognition, 1242-1249, 2012
2522012
Real-time feature tracking and outlier rejection with changes in illumination
H Jin, P Favaro, S Soatto
Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001
2412001
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Articles 1–20