Note: All publications prior to 2009 are sorted by year, then alphabetically by the last name of the first author.

2010

Face verification across age progression using discriminative methods H. Ling, S. Soatto, N. Ramanathan, and D. Jacobs. In Transactions on Information Forensics and Security, 2010. (PDF,BibTeX)
@Article{lingSRJ10,
  author = 	{Ling, H.
		and Soatto, S.
		and Ramanathan, N.
		and Jacobs, D.},
  title = 	{Face verification across age progression using discriminative methods},
  journal = 	{Transactions on Information Forensics and Security},
  year = 	{2010}
}

2009

Tracking Deforming Objects by Filtering and Prediction in the Space of Curves G. Sundaramoorthi, A. Mennucci, S. Soatto, and A. Yezzi. In CDC, December 2009. (PDF,BibTeX)
@InProceedings{sundaramoorthiMSY09,
  author = 	{Sundaramoorthi, G.
		and Mennucci, A.
		and Soatto, S.
		and Yezzi, A.},
  title = 	{Tracking Deforming Objects by Filtering and Prediction in the Space of Curves},
  booktitle = 	{CDC},
  year = 	{2009},
  month = 	{December}
}
Motion Segmentation with Occlusions on the Superpixel Graph A. Ayvaci and S. Soatto. In Proc. of the Workshop on Dynamical Vision, Kyoto, Japan, October 2009. (PDF,BibTeX)
@InProceedings{ayvaciS09,
  author = 	{Ayvaci, A.
		and Soatto, S.},
  title = 	{Motion Segmentation with Occlusions on the Superpixel Graph},
  booktitle = 	{Proc. of the Workshop on Dynamical Vision, Kyoto, Japan},
  year = 	{2009},
  month = 	{October}
}
Class Segmentation and Object Localization with Superpixel Neighborhoods B. Fulkerson, A. Vedaldi, and S. Soatto. In Proceedings of the International Conference on Computer Vision, October 2009. (PDF,BibTeX)
@InProceedings{fulkersonVS09,
  author = 	{Fulkerson, B.
		and Vedaldi, A.
		and Soatto, S.},
  title = 	{Class Segmentation and Object Localization with Superpixel Neighborhoods},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2009},
  month = 	{October}
}
Robust 3D Street-View Reconstruction using Sky Motion Estimation T. Lee. In Proceedings of the IEEE International Workshop on 3-D Digital Imaging and Modeling (3DIM2009) in conjunction with ICCV, October 2009. (PDF,BibTeX)
@InProceedings{lee09,
  author = 	{Lee, T.},
  title = 	{Robust 3D Street-View Reconstruction using Sky Motion Estimation},
  booktitle = 	{Proceedings of the IEEE International Workshop on 3-D Digital Imaging and Modeling (3DIM2009) in conjunction with ICCV},
  year = 	{2009},
  month = 	{October}
}
Actionable Information in Vision S. Soatto. In Proceedings of the International Conference on Computer Vision, October 2009. (PDF,BibTeX,Extended Technical Report)
@InProceedings{soatto09,
  author = 	{Soatto, S.},
  title = 	{Actionable Information in Vision},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2009},
  month = 	{October}
}
Nonlocal Similarity Image Filtering Y. Lou, P. Favaro, S. Soatto, and A. Bertozzi. In Proc. of the Intl. Conf. on Image Analysis and Processing (ICIAP), September 2009. (PDF,BibTeX)
@InProceedings{louFSB09,
  author = 	{Lou, Y.
		and Favaro, P.
		and Soatto, S.
		and Bertozzi, A.},
  title = 	{Nonlocal Similarity Image Filtering},
  booktitle = 	{Proc. of the Intl. Conf. on Image Analysis and Processing (ICIAP)},
  year = 	{2009},
  month = 	{September}
}
Discriminative, Semantic Segmentation of Brain Tissue in MR Images Z. Yi, A. Criminisi, J. Shotton, and A. Blake. In Medical Image Computing and Computer Assisted Intervention (MICCAI), September 2009. (PDF,BibTeX)
@InProceedings{yiCSB09,
  author = 	{Yi, Z.
		and Criminisi, A.
		and Shotton, J.
		and Blake, A.},
  title = 	{Discriminative, Semantic Segmentation of Brain Tissue in MR Images},
  booktitle = 	{Medical Image Computing and Computer Assisted Intervention (MICCAI)},
  year = 	{2009},
  month = 	{September}
}
Large Scale Visual Navigation and Community Map Building E. Jones and University of California at Los Angeles. June 2009. (PDF,BibTeX)
@PhdThesis{jones09,
  author = 	{Jones, E.},
  title = 	{Large Scale Visual Navigation and Community Map Building},
  year = 	{2009},
  month = 	{June},
  school = 	{University of California at Los Angeles}
}
Categorization in Natural Time-Varying Image Sequences T. Ko, D. Estrin, and S. Soatto. In Proc. of the CVPR VISU Workshop, June 2009. (PDF,BibTeX)
@InProceedings{koES09,
  author = 	{Ko, T.
		and Estrin, D.
		and Soatto, S.},
  title = 	{Categorization in Natural Time-Varying Image Sequences},
  booktitle = 	{Proc. of the CVPR VISU Workshop},
  year = 	{2009},
  month = 	{June}
}
A Non-Local Approach to Shape From Ambient Shading E. Prados, N. Jindal, and S. Soatto. In Proc. of the Intl. Conf. on Scale-Space and Variational Methods (SSVM), Voss – Norway, June 2009. (PDF,BibTeX)
@InProceedings{pradosJS09,
  author = 	{Prados, E.
		and Jindal, N.
		and Soatto, S.},
  title = 	{A Non-Local Approach to Shape From Ambient Shading},
  booktitle = 	{Proc. of the Intl. Conf. on Scale-Space and Variational Methods (SSVM), Voss -- Norway},
  year = 	{2009},
  month = 	{June}
}
On the set of images modulo viewpoint and contrast changes G. Sundaramoorthi, P. Petersen, V. S. Varadarajan, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June 2009. (PDF,BibTeX,Extended Technical Report)
@InProceedings{sundaramoorthiPVS09,
  author = 	{Sundaramoorthi, G.
		and Petersen, P.
		and Varadarajan, V. S.
		and Soatto, S.},
  title = 	{On the set of images modulo viewpoint and contrast changes},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2009},
  month = 	{June}
}
Nonrigid registration combining global and local statistics Z. Yi and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June 2009. (PDF,BibTeX)
@InProceedings{yiS09,
  author = 	{Yi, Z.
		and Soatto, S.},
  title = 	{Nonrigid registration combining global and local statistics},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2009},
  month = 	{June}
}
Hybrid dynamical models of human motion for the recognition of human gaits A. Bissacco and S. Soatto. In International Journal of Computer Vision, May 2009. (PDF,BibTeX)
@Article{bissaccoS09,
  author = 	{Bissacco, A.
		and Soatto, S.},
  title = 	{Hybrid dynamical models of human motion for the recognition of human gaits},
  journal = 	{International Journal of Computer Vision},
  year = 	{2009},
  month = 	{May}
}
Unsupervised Multiphase Segmentation: a Recursive Approach B. W. Hong, K. Ni, S. Soatto, and T. Chan. In Computer Vision and Image Understanding, April 2009. (PDF,BibTeX)
@Article{hongNSC09,
  author = 	{Hong, B. W.
		and Ni, K.
		and Soatto, S.
		and Chan, T.},
  title = 	{Unsupervised Multiphase Segmentation: a Recursive Approach},
  journal = 	{Computer Vision and Image Understanding},
  year = 	{2009},
  month = 	{April}
}

2008

Wide-sense Estimation on the Special Orthogonal Group A. Chiuso, G. Picci, and S. Soatto. In Communications in Information and Systems, 2008. (PDF,BibTeX)
@Inbook{chiusoPS08,
  author = 	{Chiuso, A.
		and Picci, G.
		and Soatto, S.},
  chapter = 	{Wide-sense Estimation on the Special Orthogonal Group},
  title = 	{Communications in Information and Systems},
  year = 	{2008}
}
Localizing Objects With Smart Dictionaries B. Fulkerson, A. Vedaldi, and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2008. (PDF,BibTeX)
@InProceedings{fulkersonVS08,
  author = 	{Fulkerson, B.
		and Vedaldi, A.
		and Soatto, S.},
  title = 	{Localizing Objects With Smart Dictionaries},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2008}
}
Enforcing Local Context into Shape Statistics B. W. Hong, S. Soatto, and L. Vese. In Advances in Computational Mathematics, 2008. (PDF,BibTeX)
@Inbook{hongSV09,
  author = 	{Hong, B. W.
		and Soatto, S.
		and Vese, L.},
  chapter = 	{Enforcing Local Context into Shape Statistics},
  title = 	{Advances in Computational Mathematics},
  year = 	{2008},
  month = 	{October}
}
The Scale of a Texture and its Application to Segmentation B. W. Hong, S. Soatto, Kangyu Ni, and Tony F. Chan. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008. (PDF,BibTeX)
@InProceedings{hongSNC08,
  author = 	{Hong, B. W.
		and Soatto, S.
		and Ni, Kangyu
		and Chan, Tony F.},
  title = 	{The Scale of a Texture and its Application to Segmentation},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2008}
}
Dynamic shape and appearance modeling via moving and deforming layers J. Jackson, A. J. Yezzi, and S. Soatto. In International Journal of Computer Vision, 2008. (PDF,BibTeX)
@Article{jacksonYS06,
  author = 	{Jackson, J.
		and Yezzi, A. J.
		and Soatto, S.},
  title = 	{Dynamic shape and appearance modeling via moving and deforming layers},
  journal = 	{International Journal of Computer Vision},
  year = 	{2008}
}
Background Subtraction With Distributions T. Ko, S. Soatto, and D. Estrin. In Proceedings of the European Conference on Computer Vision, 2008. (PDF,BibTeX)
@InProceedings{koSE08,
  author = 	{Ko, T.
		and Soatto, S.
		and Estrin, D.},
  title = 	{Background Subtraction With Distributions},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2008}
}
Edge Descriptors for Robust Wide-Baseline Correspondence J. Meltzer and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008. (PDF,BibTeX)
@InProceedings{meltzerS08,
  author = 	{Meltzer, J.
		and Soatto, S.},
  title = 	{Edge Descriptors for Robust Wide-Baseline Correspondence},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2008}
}
Relevant Feature Selection for Human Pose Estimation and Localization in Cluttered Images R. Okada and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2008. (PDF,BibTeX)
@InProceedings{okadaS08,
  author = 	{Okada, R.
		and Soatto, S.},
  title = 	{Relevant Feature Selection for Human Pose Estimation and Localization in Cluttered Images},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2008},
  pages = 	{434--445}
}
Flexible Dictionaries for Action Recognition M. Raptis, K. Wnuk, and S. Soatto. In Proceedings of the 1st International Workshop on Machine Learning for Vision-based Motion Analysis, in conjunction with ECCV , 2008. (PDF,BibTeX)
@InProceedings{raptisWS08,
  author = 	{Raptis, M.
		and Wnuk, K.
		and Soatto, S.},
  title = 	{Flexible Dictionaries for Action Recognition},
  booktitle = 	{Proceedings of the 1st International Workshop on Machine Learning for Vision-based Motion Analysis, in conjunction with ECCV },
  year = 	{2008}
}
Visual detection and classification of humans, their pose, and their motion S. Soatto and A. Bissacco. In Homeland security, 2008. (PDF,BibTeX)
@Inbook{soattoB08,
  author = 	{Soatto, S.
		and Bissacco, A.},
  chapter = 	{Visual detection and classification of humans, their pose, and their motion},
  title = 	{Homeland security},
  year = 	{2008},
  publisher = 	{G. Franceschetti (Ed.), Artech House}
}
Knowing a good feature when you see it: ground truth and methodology to evaluate local features for recognition A. Vedaldi, H. Ling, and S. Soatto. In Recognition in Context, 2008. (PDF,BibTeX)
@Inbook{vedaldiLS08ICVSS,
  author = 	{Vedaldi, A.
		and Ling, H.
		and Soatto, S.},
  chapter = 	{Knowing a good feature when you see it: ground truth and methodology to evaluate local features for recognition},
  title = 	{Recognition in Context},
  year = 	{2008},
  publisher = 	{R, Cipolla, G.-M. Farinella (Eds)}
}
Quick Shift and Kernel Methods for Mode Seeking A. Vedaldi and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2008. (PDF,BibTeX)
@InProceedings{vedaldiS08quick,
  author = 	{Vedaldi, A.
		and Soatto, S.},
  title = 	{Quick Shift and Kernel Methods for Mode Seeking},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2008}
}
Invariant Representations and Learning for Computer Vision A. Vedaldi and University of California at Los Angeles. 2008. (PDF,BibTeX)
@PhdThesis{vedaldi08invariant,
  author = 	{Vedaldi, A.},
  title = 	{Invariant Representations and Learning for Computer Vision},
  year = 	{2008},
  school = 	{University of California at Los Angeles}
}
Relaxed Matching Kernels for Object Recognition A. Vedaldi and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008. (PDF,BibTeX)
@InProceedings{vedaldiS08,
  author = 	{Vedaldi, A.
		and Soatto, S.},
  title = 	{Relaxed Matching Kernels for Object Recognition},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2008}
}
Joint Data Alignment Up To (Lossy) Transformations A. Vedaldi, G. Guidi, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008. (PDF,BibTeX)
@InProceedings{vedaldiGS08,
  author = 	{Vedaldi, A.
		and Guidi, G.
		and Soatto, S.},
  title = 	{Joint Data Alignment Up To (Lossy) Transformations},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2008}
}
Filtering Internet Image Search Results Towards Keyword Based Category Recognition K. Wnuk and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008. (PDF,BibTeX)
@InProceedings{wnukS08,
  author = 	{Wnuk, K.
		and Soatto, S.},
  title = 	{Filtering Internet Image Search Results Towards Keyword Based Category Recognition},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2008}
}

2007

Soil Sensor Technology: Life within a Pixel M. Allen, R. Vargas, E. Graham, W. Swenson, M. Hamilton, M. Taggart, T. Harmon, A. Rat’Ko, P. Rundel, B. Fulkerson, and D. Estrin. In BioScience, 2007. (PDF,BibTeX)
@Article{allenVGSHTHRRFE07,
  author = 	{Allen, M.
		and Vargas, R.
		and Graham, E.
		and Swenson, W.
		and Hamilton, M.
		and Taggart, M.
		and Harmon, T.
		and Rat'Ko, A.
		and Rundel, P.
		and Fulkerson, B.
		and Estrin, D.},
  title = 	{Soil Sensor Technology: Life within a Pixel},
  journal = 	{BioScience},
  year = 	{2007},
  month = 	{November},
  volume = 	{57}
}
Classification and Recognition of Dynamical Models: The Role of Phase, Independent Components, Kernels and Optimal Transport A. Bissacco, A. Chiuso, and S. Soatto. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007. (PDF,BibTeX)
@Article{bissaccoCS07,
  author = 	{Bissacco, A.
		and Chiuso, A.
		and Soatto, S.},
  title = 	{Classification and Recognition of Dynamical Models: The Role of Phase, Independent Components, Kernels and Optimal Transport},
  journal = 	{IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = 	{2007},
  month = 	{November},
  volume = 	{29},
  number = 	{11},
  pages = 	{1958--1972}
}
On the Blind Classification of Time Series A. Bissacco and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2007. (PDF,BibTeX)
@InProceedings{bissaccoS07,
  author = 	{Bissacco, A.
		and Soatto, S.},
  title = 	{On the Blind Classification of Time Series},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2007},
  month = 	{June}
}
Fast Human Pose Estimation using Appearance and Motion via Multi-Dimensional Boosting Regression A. Bissacco, M. H. Yang, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2007. (PDF,BibTeX)
@InProceedings{bissaccoYS07,
  author = 	{Bissacco, A.
		and Yang, M. H.
		and Soatto, S.},
  title = 	{Fast Human Pose Estimation using Appearance and Motion via Multi-Dimensional Boosting Regression},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2007},
  month = 	{June}
}
Detecting Humans with Their Pose A. Bissacco, M. H. Yang, and S. Soatto. In Advances in Neural Information Processing Systems, 2007. (PDF,BibTeX)
@InCollection{bissaccoYS07NIPS,
  author = 	{Bissacco, A.
		and Yang, M. H.
		and Soatto, S.},
  editor = 	{Sch{\"o}lkopf, B.
		and Platt, J. C.
		and Hoffman, T.},
  title = 	{Detecting Humans with Their Pose},
  booktitle = 	{Advances in Neural Information Processing Systems},
  year = 	{2007},
  month = 	{December},
  publisher = 	{MIT Press},
  address = 	{Cambridge, MA},
  pages = 	{169--176}
}
From Dynamic Texture to Dynamic Shape and Appearance Models: An Overview G. Doretto and S. Soatto. In The Handbook of Texture Analysis, 2007. (BibTeX)
@Inbook{dorettoS07BOOK,
  author = 	{Doretto, G.
		and Soatto, S.},
  editor = 	{Mirmehdi, Majid},
  chapter = 	{From Dynamic Texture to Dynamic Shape and Appearance Models: An Overview},
  title = 	{The Handbook of Texture Analysis},
  year = 	{2007},
  publisher = 	{World Scientific}
}
Shape from Defocus via Diffusion P. Favaro, S. Soatto, M. Burger, and S. Osher. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007. (PDF,BibTeX)
@Article{favaroSBO06,
  author = 	{Favaro, P.
		and Soatto, S.
		and Burger, M.
		and Osher, S.},
  title = 	{Shape from Defocus via Diffusion},
  journal = 	{IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = 	{2007}
}
A Fast RANSAC-Based Registration Algorithm for Accurate Localization in Unknown Environments using LIDAR Measurements D. Fontanelli, L. Ricciato, and S. Soatto. In Proceedings of IEEE International Conference on Automation science and Engineering, 2007. (PDF,BibTeX)
@InProceedings{fontanelliRS07,
  author = 	{Fontanelli, D.
		and Ricciato, L.
		and Soatto, S.},
  title = 	{A Fast RANSAC-Based Registration Algorithm for Accurate Localization in Unknown Environments using LIDAR Measurements},
  booktitle = 	{Proceedings of IEEE International Conference on Automation science and Engineering},
  year = 	{2007},
  pages = 	{597--602}
}
Joint Priors for Variational Shape and Appearance Modeling J. D. Jackson, A. J. Yezzi, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2007. (PDF,BibTeX)
@InProceedings{jacksonYS07,
  author = 	{Jackson, J. D.
		and Yezzi, A. J.
		and Soatto, S.},
  title = 	{Joint Priors for Variational Shape and Appearance Modeling},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2007}
}
Mumford-Shah on the Move: Region-Based Segmentation on Deforming Manifolds With Application to the Reconstruction of Shape and Appearance from Multiple Images H. Jin, A. Yezzi, and S. Soatto. In Journal of Mathematical Imaging and Vision, 2007. (PDF,BibTeX)
@Article{jinYS07,
  author = 	{Jin, H.
		and Yezzi, A.
		and Soatto, S.},
  title = 	{Mumford-Shah on the Move: Region-Based Segmentation on Deforming Manifolds With Application to the Reconstruction of Shape and Appearance from Multiple Images},
  journal = 	{Journal of Mathematical Imaging and Vision},
  year = 	{2007}
}
3-D reconstruction of shaded objects from multiple images under unknown illumination H. Jin, D. Wang, D. Cremers, E. Prados, A. Yezzi, and S. Soatto. In International Journal of Computer Vision, 2007. (PDF,BibTeX)
@Article{jinWCPYS07,
  author = 	{Jin, H.
		and Wang, D.
		and Cremers, D.
		and Prados, E.
		and Yezzi, A.
		and Soatto, S.},
  title = 	{3-D reconstruction of shaded objects from multiple images under unknown illumination},
  journal = 	{International Journal of Computer Vision},
  year = 	{2007}
}
Inertial structure from motion with autocalibration E. S. Jones, A. Vedaldi, and S. Soatto. In Workshop on Dynamical Vision, 2007. (PDF,BibTeX)
@InProceedings{jonesVS07,
  author = 	{Jones, E. S.
		and Vedaldi, A.
		and Soatto, S.},
  title = 	{Inertial structure from motion with autocalibration},
  booktitle = 	{Workshop on Dynamical Vision},
  year = 	{2007},
  month = 	{October}
}
Exploring Tradeoffs in Accuracy, Energy and Latency of Scale Invariant Feature Transform in Wireless Camera Networks T. Ko, Z. M. Charbiwala, S. Ahmadian, M. Rahimi, M. B. Srivastava, S. Soatto, and D. Estrin. In Proceedings of ACM/IEEE International Conference on Distributed Smart Cameras, 2007. (PDF,BibTeX)
@InProceedings{koCARSSE07,
  author = 	{Ko, T.
		and Charbiwala, Z. M.
		and Ahmadian, S.
		and Rahimi, M.
		and Srivastava, M. B.
		and Soatto, S.
		and Estrin, D.},
  title = 	{Exploring Tradeoffs in Accuracy, Energy and Latency of Scale Invariant Feature Transform in Wireless Camera Networks},
  booktitle = 	{Proceedings of ACM/IEEE International Conference on Distributed Smart Cameras},
  year = 	{2007},
  pages = 	{313--320}
}
A Study of Face Recognition as People Age H. Ling, S. Soatto, N. Ramanathan, and D. W. Jacobs. In Proceedings of the International Conference on Computer Vision, 2007. (PDF,BibTeX)
@InProceedings{lingSRJ07,
  author = 	{Ling, H.
		and Soatto, S.
		and Ramanathan, N.
		and Jacobs, D. W.},
  title = 	{A Study of Face Recognition as People Age},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2007}
}
Proximity Distribution Kernels for Geometric Context in Category Recognition H. Ling and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2007. (PDF,BibTeX)
@InProceedings{lingS07,
  author = 	{Ling, H.
		and Soatto, S.},
  title = 	{Proximity Distribution Kernels for Geometric Context in Category Recognition},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2007}
}
Autocalibration and Uncalibrated Reconstruction of Shape From Defocus Y. Lou, P. Favaro, A. Bertozzi, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2007. (PDF,BibTeX)
@InProceedings{louFBS07,
  author = 	{Lou, Y.
		and Favaro, P.
		and Bertozzi, A.
		and Soatto, S.},
  title = 	{Autocalibration and Uncalibrated Reconstruction of Shape From Defocus},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2007},
  month = 	{June}
}
Objects in Context A. Rabinovich, A. Vedaldi, C. Galleguillos, E. Wiewiora, and S. Belongie. In Proceedings of the International Conference on Computer Vision, 2007. (PDF,BibTeX)
@InProceedings{rabinovichVGWB07,
  author = 	{Rabinovich, A.
		and Vedaldi, A.
		and Galleguillos, C.
		and Wiewiora, E.
		and Belongie, S.},
  title = 	{Objects in Context},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2007}
}
Time Warping Under Dynamic Constraints M. Raptis, M. Bustreo, and S. Soatto. In Proceedings of the Workshop on Dynamical Vision in conjunction with ICCV 2007, 2007. (PDF,BibTeX)
@InProceedings{raptisBS07,
  author = 	{Raptis, M.
		and Bustreo, M.
		and Soatto, S.},
  title = 	{Time Warping Under Dynamic Constraints},
  booktitle = 	{Proceedings of the Workshop on Dynamical Vision in conjunction with ICCV 2007},
  series = 	{Lecture Notes in Computer Science},
  year = 	{2007},
  publisher = 	{Springer}
}
Sensor Internet Share and Search: Enabling Collaboration of Citizen Scientists S. Reddy, G. Chen, B. Fulkerson, S. J. Kim, U. Park, N. Yau, J. Cho, M. Hansen, and J. Heidemann. In Proceedings of IPSN DSI, 2007. (PDF,BibTeX)
@InProceedings{reddyCFKPYCHH07,
  author = 	{Reddy, S.
		and Chen, G.
		and Fulkerson, B.
		and Kim, S. J.
		and Park, U.
		and Yau, N.
		and Cho, J.
		and Hansen, M.
		and Heidemann, J.},
  title = 	{Sensor Internet Share and Search: Enabling Collaboration of Citizen Scientists},
  booktitle = 	{Proceedings of IPSN DSI},
  year = 	{2007}
}
On the distance between non-stationary time series S. Soatto. In Modeling, Estimation and Control, 2007. (PDF,BibTeX)
@Inbook{soatto07,
  author = 	{Soatto, S.},
  editor = 	{A.  Chiuso, A. Ferrante
		and Pinzoni, S.},
  chapter = 	{On the distance between non-stationary time series},
  title = 	{Modeling, Estimation and Control},
  year = 	{2007},
  publisher = 	{Springer Verlag}
}
A variational approach to problems in calibration of multiple cameras G. Unal, A. J. Yezzi, and S. Soatto. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007. (PDF,BibTeX)
@Article{unalYS07,
  author = 	{Unal, G.
		and Yezzi, A. J.
		and Soatto, S.},
  title = 	{A variational approach to problems in calibration of multiple cameras},
  journal = 	{IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = 	{2007},
  month = 	{August},
  volume = 	{29},
  number = 	{8},
  pages = 	{1322--1338}
}
Moving Forward in Structure From Motion A. Vedaldi, G. Guidi, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2007. (PDF,BibTeX)
@InProceedings{vedaldiGS07,
  author = 	{Vedaldi, A.
		and Guidi, G.
		and Soatto, S.},
  title = 	{Moving Forward in Structure From Motion},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2007},
  month = 	{June}
}
A Complexity-Distortion Approach to Joint Pattern Alignment A. Vedaldi and S. Soatto. In Advances in Neural Information Processing Systems, 2007. (PDF,BibTeX)
@InCollection{vedaldiS07NIPS,
  author = 	{Vedaldi, A.
		and Soatto, S.},
  editor = 	{Sch{\"o}lkopf, B.
		and Platt, J. C.
		and Hoffman, T.},
  title = 	{A Complexity-Distortion Approach to Joint Pattern Alignment},
  booktitle = 	{Advances in Neural Information Processing Systems},
  year = 	{2007},
  month = 	{December},
  publisher = 	{MIT Press},
  address = 	{Cambridge, MA},
  pages = 	{1425--1432}
}
Application of hybrid system identification in computer vision R. Vidal, A. Chiuso, and S. Soatto. In Proceedings of the European Control Conference, 2007. (PDF,BibTeX)
@InProceedings{vidalCS07,
  author = 	{Vidal, R.
		and Chiuso, A.
		and Soatto, S.},
  title = 	{Application of hybrid system identification in computer vision},
  booktitle = 	{Proceedings of the European Control Conference},
  year = 	{2007},
  pages = 	{27--34}
}
Correspondence Transfer for the Registration of Multimodal images Z. Yi and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2007. (PDF,BibTeX)
@InProceedings{yiS07,
  author = 	{Yi, Z.
		and Soatto, S.},
  title = 	{Correspondence Transfer for the Registration of Multimodal images},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2007}
}

2006

Fast visual feature selection and tracking in a hybrid reconfigurable architecture A. Bissacco, S. Ghiasi, M. Sarrafzadeh, J. Meltzer, and S. Soatto. In Proceedings of the Workshop on Applications of Computer Vision (ACV), 2006. (PDF,BibTeX)
@InProceedings{bissaccoGSMS06,
  author = 	{Bissacco, A.
		and Ghiasi, S.
		and Sarrafzadeh, M.
		and Meltzer, J.
		and Soatto, S.},
  title = 	{Fast visual feature selection and tracking in a hybrid reconfigurable architecture},
  booktitle = 	{Proceedings of the Workshop on Applications of Computer Vision (ACV)},
  year = 	{2006},
  month = 	{June}
}
Classifying Human Dynamics Without Contact Forces A. Bissacco and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006. (PDF,BibTeX)
@InProceedings{bissaccoS06,
  author = 	{Bissacco, A.
		and Soatto, S.},
  title = 	{Classifying Human Dynamics Without Contact Forces},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2006},
  month = 	{June},
  volume = 	{2},
  pages = 	{1678--1685}
}
Hybrid dynamical models of human motion for gait recognition A. Bissacco and S. Soatto. In International Journal of Computer Vision, 2006. (BibTeX)
@Article{bissaccoS06PAMI2,
  author = 	{Bissacco, A.
		and Soatto, S.},
  title = 	{Hybrid dynamical models of human motion for gait recognition},
  journal = 	{International Journal of Computer Vision},
  year = 	{2006}
}
Kernel Density Estimation and Intrinsic Alignment for Shape Priors in Level Set Segmentation D. Cremers, S. J. Osher, and S. Soatto. In International Journal of Computer Vision, 2006. (PDF,BibTeX)
@Article{cremersOS06,
  author = 	{Cremers, D.
		and Osher, S. J.
		and Soatto, S.},
  title = 	{Kernel Density Estimation and Intrinsic Alignment for Shape Priors in Level Set Segmentation},
  journal = 	{International Journal of Computer Vision},
  year = 	{2006},
  month = 	{September},
  volume = 	{69},
  number = 	{3},
  pages = 	{335--351}
}
Using bilinear models for view-invariant action and identity recognition F. Cuzzolin. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006. (PDF,BibTeX)
@InProceedings{cuzzolin06,
  author = 	{Cuzzolin, F.},
  title = 	{Using bilinear models for view-invariant action and identity recognition},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2006},
  month = 	{June},
  volume = 	{2},
  pages = 	{1701--1708}
}
Dynamic Shape and Appearance Models G. Doretto and S. Soatto. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006. (PDF,BibTeX)
@Article{dorettoS06PAMI,
  author = 	{Doretto, G.
		and Soatto, S.},
  title = 	{Dynamic Shape and Appearance Models},
  journal = 	{IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = 	{2006},
  month = 	{December},
  volume = 	{28},
  number = 	{12},
  pages = 	{2006--2019}
}
Region matching with missing parts A. Duci, A. Yezzi, S. Mitter, and S. Soatto. In Image and Vision Computing, 2006. (PDF,BibTeX)
@Article{duciYMS06,
  author = 	{Duci, A.
		and Yezzi, A.
		and Mitter, S.
		and Soatto, S.},
  title = 	{Region matching with missing parts},
  journal = 	{Image and Vision Computing},
  year = 	{2006},
  volume = 	{24},
  number = 	{3},
  pages = 	{271--277}
}
Harmonic embedding for linear shape analysis with application to Eulerian thickness estimation A. Duci, A. Yezzi, S. Soatto, and K. Rocha. In Journal of Mathematical Imaging and Vision, 2006. (PDF,BibTeX)
@Article{duciYSR06,
  author = 	{Duci, A.
		and Yezzi, A.
		and Soatto, S.
		and Rocha, K.},
  title = 	{Harmonic embedding for linear shape analysis with application to Eulerian thickness estimation},
  journal = 	{Journal of Mathematical Imaging and Vision},
  year = 	{2006},
  month = 	{October},
  volume = 	{25},
  number = 	{3},
  pages = 	{341--352}
}
3-D Shape Estimation and Image Restoration: Exploiting Defocus and Motion Blur P. Favaro and S. Soatto. Springer Verlag, 2006. (BibTeX)
@Book{favaroS06,
  author = 	{Favaro, P.
		and Soatto, S.},
  title = 	{3-D Shape Estimation and Image Restoration: Exploiting Defocus and Motion Blur},
  year = 	{2006},
  month = 	{December},
  publisher = 	{Springer Verlag},
  isbn = 	{1846281768}
}
Shape representation based on integral kernels: application to image matching and segmentation B. W. Hong, E. Prados, L. Vese, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006. (PDF,BibTeX)
@InProceedings{hongPVS06,
  author = 	{Hong, B. W.
		and Prados, E.
		and Vese, L.
		and Soatto, S.},
  title = 	{Shape representation based on integral kernels: application to image matching and segmentation},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2006},
  month = 	{June},
  volume = 	{1},
  pages = 	{833--840}
}
Autonomous off road driving in the DARPA Grand Challenge E. Jones, B. Fulkerson, E. Frazzoli, D. Kumar, R. Walters, J. Radford, and R. Mason. In In Proceedings of the IEE/ION Position, Location, and Navigation Symposium, 2006. (PDF,BibTeX)
@InProceedings{jonesFFKWRM06,
  author = 	{Jones, E.
		and Fulkerson, B.
		and Frazzoli, E.
		and Kumar, D.
		and Walters, R.
		and Radford, J.
		and Mason, R.},
  title = 	{Autonomous off road driving in the DARPA Grand Challenge},
  booktitle = 	{In Proceedings of the IEE/ION Position, Location, and Navigation Symposium},
  year = 	{2006},
  month = 	{April}
}
Integral Invariants and Shape Matching S. Manay, D. Cremers, B. W. Hong, A. Yezzi, and S. Soatto. In Statistical analysis of shapes (modeling and simulation in science, engineering and technology), 2006. (PDF,BibTeX)
@Inbook{manayCHYS06,
  author = 	{Manay, S.
		and Cremers, D.
		and Hong, B. W.
		and Yezzi, A.
		and Soatto, S.},
  chapter = 	{Integral Invariants and Shape Matching},
  title = 	{Statistical analysis of shapes (modeling and simulation in science, engineering and technology)},
  year = 	{2006},
  month = 	{May},
  publisher = 	{Birkhauser},
  pages = 	{137--167}
}
Integral Invariants for Shape Matching S. Manay, D. Cremers, B. W. Hong, A. Yezzi, and S. Soatto. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006. (PDF,BibTeX)
@Article{manayCHYS06pami,
  author = 	{Manay, S.
		and Cremers, D.
		and Hong, B. W.
		and Yezzi, A.
		and Soatto, S.},
  title = 	{Integral Invariants for Shape Matching},
  journal = 	{IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = 	{2006},
  volume = 	{28},
  number = 	{10},
  pages = 	{1602--1618}
}
The Golem Group/UCLA Autonomous Ground Vehicle in the DARPA Grand Challenge R. Mason, J. Radford, D. Kumar, R. Walters, B. Fulkerson, E. Jones, D. Caldwell, J. Meltzer, Y. Alon, A. Shashua, H. Hattori, N. Takeda, E. Frazzoli, and S. Soatto. In Journal of Field Robotics, 2006. (PDF,BibTeX)
@Article{masonAL06,
  author = 	{Mason, R.
		and Radford, J.
		and Kumar, D.
		and Walters, R.
		and Fulkerson, B.
		and Jones, E.
		and Caldwell, D.
		and Meltzer, J.
		and Alon, Y.
		and Shashua, A.
		and Hattori, H.
		and Takeda, N.
		and Frazzoli, E.
		and Soatto, S.},
  title = 	{The Golem Group/UCLA Autonomous Ground Vehicle in the DARPA Grand Challenge},
  journal = 	{Journal of Field Robotics},
  year = 	{2006},
  month = 	{August},
  volume = 	{23},
  number = 	{8},
  pages = 	{527--553}
}
Control theory and fast marching techniques for brain connectivity mapping Emmanuel Prados, Christophe Lenglet, Jean-Philippe Pons, Nicolas Wotawa, Rachid Deriche, Olivier Faugeras, and Stefano Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006. (PDF,BibTeX)
@InProceedings{pradosLPWDFS06,
  author = 	{Prados, Emmanuel
		and Lenglet, Christophe
		and Pons, Jean-Philippe
		and Wotawa, Nicolas
		and Deriche, Rachid
		and Faugeras, Olivier
		and Soatto, Stefano},
  title = 	{Control theory and fast marching techniques for brain connectivity mapping},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2006},
  month = 	{June},
  volume = 	{1},
  pages = 	{1076--1083}
}
A variational approach to problems in calibration of multiple cameras G. Unal, A. J. Yezzi, and S. Soatto. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006. (BibTeX)
@Article{unalYZ06,
  author = 	{Unal, G.
		and Yezzi, A. J.
		and Soatto, S.},
  title = 	{A variational approach to problems in calibration of multiple cameras},
  journal = 	{IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = 	{2006}
}
Local features all grown up A. Vedaldi and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006. (PDF,BibTeX)
@InProceedings{vedaldiS06,
  author = 	{Vedaldi, A.
		and Soatto, S.},
  title = 	{Local features all grown up},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2006},
  month = 	{June},
  volume = 	{2},
  pages = 	{1753--1760}
}
Viewpoint induced deformation statitics and the design of viewpoint invariant features: singularities and occlusions A. Vedaldi and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2006. (PDF,BibTeX)
@InProceedings{vedaldiS06ECCV,
  author = 	{Vedaldi, A.
		and Soatto, S.},
  title = 	{Viewpoint induced deformation statitics and the design of viewpoint invariant features: singularities and occlusions},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2006},
  pages = 	{360--373}
}
Two-view multibody structure from motion R. Vidal, Y. Ma, S. Soatto, and S. Sastry. In International Journal of Computer Vision, 2006. (PDF,BibTeX)
@Article{vidalMSS06,
  author = 	{Vidal, R.
		and Ma, Y.
		and Soatto, S.
		and Sastry, S.},
  title = 	{Two-view multibody structure from motion},
  journal = 	{International Journal of Computer Vision},
  year = 	{2006},
  month = 	{June},
  volume = 	{68},
  number = 	{1},
  pages = 	{7--25}
}
Towards Robust and Physically Plausible Shaded Stereoscopic Segmentation for Piecewise Constant Albedo D. Wang, E. Prados, and S. Soatto. In Proceedings of the 3D Cinematography Workshop in conjunction with CVPR 2006, 2006. (PDF,BibTeX)
@InProceedings{wangPS06,
  author = 	{Wang, D.
		and Prados, E.
		and Soatto, S.},
  title = 	{Towards Robust and Physically Plausible Shaded Stereoscopic Segmentation for Piecewise Constant Albedo},
  booktitle = 	{Proceedings of the 3D Cinematography Workshop in conjunction with CVPR 2006},
  year = 	{2006},
  month = 	{June},
  pages = 	{171--178}
}
A Scalable Architecture for Multi Agent Vision Based Robot Scavenging K. Wnuk, B. Fulkerson, and J. Sudol. In In Proceedings of the National Conference on Artificial Intelligence (AAAI 06) Workshop on Robotics, 2006. (PDF,BibTeX)
@InProceedings{wnukFS06,
  author = 	{Wnuk, K.
		and Fulkerson, B.
		and Sudol, J.},
  title = 	{A Scalable Architecture for Multi Agent Vision Based Robot Scavenging},
  booktitle = 	{In Proceedings of the National Conference on Artificial Intelligence (AAAI 06) Workshop on Robotics},
  year = 	{2006}
}

2005

Modeling and learning contact dynamics in human motion A. Bissacco. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005. (PDF,BibTeX)
@InProceedings{bissacco05,
  author = 	{Bissacco, A.},
  title = 	{Modeling and learning contact dynamics in human motion},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2005},
  month = 	{June},
  volume = 	{1},
  pages = 	{421--428}
}
Motion competition: a variational approach to piecewise parametric motion segmentation D. Cremers and S. Soatto. In International Journal of Computer Vision, 2005. (PDF,BibTeX)
@Article{cremersS05,
  author = 	{Cremers, D.
		and Soatto, S.},
  title = 	{Motion competition: a variational approach to piecewise parametric motion segmentation},
  journal = 	{International Journal of Computer Vision},
  year = 	{2005},
  month = 	{May},
  volume = 	{62},
  number = 	{3},
  pages = 	{249--265}
}
An Overview of Dynamic Textures G. Doretto and S. Soatto. In The Handbook of Mathematical Models in Computer Vision, 2005. (BibTeX)
@Inbook{dorettoS05BOOK,
  author = 	{Doretto, G.
		and Soatto, S.},
  editor = 	{N.  Paragios, Y. Chen
		and Faugeras, O.},
  chapter = 	{An Overview of Dynamic Textures},
  title = 	{The Handbook of Mathematical Models in Computer Vision},
  year = 	{2005},
  publisher = 	{Springer Verlag},
  isbn = 	{0387263713}
}
Modeling dynamic scenes with active appearance G. Doretto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005. (PDF,BibTeX)
@InProceedings{doretto05CVPR,
  author = 	{Doretto, G.},
  title = 	{Modeling dynamic scenes with active appearance},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2005},
  month = 	{June},
  volume = 	{1},
  pages = 	{66--73}
}
A geometric approach to shape from defocus P. Favaro and S. Soatto. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2005. (PDF,BibTeX)
@Article{favaroS05PAMI,
  author = 	{Favaro, P.
		and Soatto, S.},
  title = 	{A geometric approach to shape from defocus},
  journal = 	{IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = 	{2005},
  volume = 	{27},
  number = 	{3},
  pages = 	{406--417}
}
Visual Tracking in the Presence of Motion Blur P. Favaro, H. Jin, and R. Cipolla. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005. (PDF,BibTeX)
@InProceedings{favaroJC05,
  author = 	{Favaro, P.
		and Jin, H.
		and Cipolla, R.},
  title = 	{Visual Tracking in the Presence of Motion Blur},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2005},
  month = 	{June},
  volume = 	{2},
  pages = 	{18--25}
}
Dynamic shape and appearance modeling via moving and deforming layers J. D. Jackson, A. J. Yezzi, and S. Soatto. In Proceedings of the Workshop on Energy Minimization in Computer Vision and Pattern Recognition (EMMCVPR), 2005. (PDF,BibTeX)
@InProceedings{jacksonYS05,
  author = 	{Jackson, J. D.
		and Yezzi, A. J.
		and Soatto, S.},
  title = 	{Dynamic shape and appearance modeling via moving and deforming layers},
  booktitle = 	{Proceedings of the Workshop on Energy Minimization in Computer Vision and Pattern Recognition (EMMCVPR)},
  series = 	{Lecture Notes in Computer Science},
  year = 	{2005},
  volume = 	{3757/2005},
  pages = 	{427--438}
}
Multi-view stereo reconstruction of dense shape and complex appearance H. Jin, S. Soatto, and A. Yezzi. In International Journal of Computer Vision, 2005. (PDF,BibTeX)
@Article{jinSY05IJCV,
  author = 	{Jin, H.
		and Soatto, S.
		and Yezzi, A.},
  title = 	{Multi-view stereo reconstruction of dense shape and complex appearance},
  journal = 	{International Journal of Computer Vision},
  year = 	{2005},
  volume = 	{63},
  number = 	{3},
  pages = 	{175--189}
}
Layered active appearance models E. Jones and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2005. (PDF,BibTeX)
@InProceedings{jonesS05,
  author = 	{Jones, E.
		and Soatto, S.},
  title = 	{Layered active appearance models},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2005},
  month = 	{October},
  volume = 	{2},
  pages = 	{1097--1102}
}
One-shot integral invariant shape priors for variational segmentation S. Manay, D. Cremers, A. Yezzi, and S. Soatto. In Proceedings of the Workshop on Energy Minimization in Computer Vision and Pattern Recognition (EMMCVPR), 2005. (PDF,BibTeX)
@InProceedings{manayCYS05,
  author = 	{Manay, S.
		and Cremers, D.
		and Yezzi, A.
		and Soatto, S.},
  title = 	{One-shot integral invariant shape priors for variational segmentation},
  booktitle = 	{Proceedings of the Workshop on Energy Minimization in Computer Vision and Pattern Recognition (EMMCVPR)},
  year = 	{2005},
  pages = 	{414--426}
}
Fast marching method for Hamilton-Jacobi-Bellman Equations and generic shape from shading E. Prados and S. Soatto. In Symposium on Variational and Level Set Methods (VLSM), 2005. (PDF,BibTeX)
@InProceedings{pradosS05,
  author = 	{Prados, E.
		and Soatto, S.},
  title = 	{Fast marching method for Hamilton-Jacobi-Bellman Equations and generic shape from shading},
  booktitle = 	{Symposium on Variational and Level Set Methods (VLSM)},
  year = 	{2005},
  month = 	{October}
}
Conference on Computer Vision and Pattern Recognition C. Schmid, S. Soatto, and C. Tomas. IEEE Computer Society, 2005. (BibTeX)
@Book{schmidST05,
  author = 	{Schmid, C.
		and Soatto, S.
		and Tomas, C.},
  title = 	{Conference on Computer Vision and Pattern Recognition},
  year = 	{2005},
  month = 	{June},
  publisher = 	{IEEE Computer Society}
}
Kalmansac: Causal inference of dynamical processes in the presence of outliers A. Vedaldi, H. Jin, P. Favaro, and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2005. (PDF,BibTeX)
@InProceedings{vedaldiJFS05,
  author = 	{Vedaldi, A.
		and Jin, H.
		and Favaro, P.
		and Soatto, S.},
  title = 	{Kalmansac: Causal inference of dynamical processes in the presence of outliers},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2005},
  month = 	{October},
  volume = 	{1},
  pages = 	{633--640}
}
Features for recognition: viewpoint invariance for non-planar scenes A. Vedaldi and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2005. (PDF,BibTeX,Extended Technical Report)
@InProceedings{vedaldiS05,
  author = 	{Vedaldi, A.
		and Soatto, S.},
  title = 	{Features for recognition: viewpoint invariance for non-planar scenes},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2005},
  month = 	{October},
  volume = 	{2},
  pages = 	{1474--1481}
}

2004

Gait recognition using dynamic affine invariants A. Bissacco, P. Saisan, and S. Soatto. In Proc. of the MTNS, 2004. (PDF,BibTeX)
@InProceedings{bissaccoS04,
  author = 	{Bissacco, A.
		and Saisan, P.
		and Soatto, S.},
  title = 	{Gait recognition using dynamic affine invariants},
  booktitle = 	{Proc. of the MTNS},
  year = 	{2004},
  month = 	{July},
  pages = 	{8}
}
Kernel density estimation and intrinsic alignment for knowledge-driven segmentation: teaching level set to walk D. Cremers, S. J. Osher, and S. Soatto. In Pattern Recognition, Proc. of DAGM, Springer LNCS Vol. 3175, 2004. (PDF,BibTeX)
@InProceedings{cremersOS04,
  author = 	{Cremers, D.
		and Osher, S. J.
		and Soatto, S.},
  title = 	{Kernel density estimation and intrinsic alignment for knowledge-driven segmentation: teaching level set to walk},
  booktitle = 	{Pattern Recognition, Proc. of DAGM, Springer LNCS Vol. 3175},
  year = 	{2004},
  month = 	{Tuebingen},
  pages = 	{36--44}
}
Spatially homogeneous dynamic textures G. Doretto, E. Jones, and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2004. (PDF,BibTeX)
@InProceedings{dorettoJS04,
  author = 	{Doretto, G.
		and Jones, E.
		and Soatto, S.},
  title = 	{Spatially homogeneous dynamic textures},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2004},
  month = 	{May},
  pages = 	{591--602}
}
A variational approach to scene reconstruction and image segmentation from motion blur cues P. Favaro and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2004. (PDF,BibTeX)
@InProceedings{favaroS04,
  author = 	{Favaro, P.
		and Soatto, S.},
  title = 	{A variational approach to scene reconstruction and image segmentation from motion blur cues},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2004},
  month = 	{July},
  volume = 	{1},
  pages = 	{631--637}
}
Scene and motion reconstruction from defocused and motion-blurred images via anisotropic diffusion P. Favaro, M. Burger, and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2004. (PDF,BibTeX)
@InProceedings{favaroBS04,
  author = 	{Favaro, P.
		and Burger, M.
		and Soatto, S.},
  title = 	{Scene and motion reconstruction from defocused and motion-blurred images via anisotropic diffusion},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2004},
  month = 	{May},
  pages = 	{257--269}
}
Combining topological and geometric features of mammograms to detect masses B. W. Hong, M. Mellor, S. Soatto, and M. Brady. In Proc. Medical Image Understanding and Analysis, 2004. (PDF,BibTeX)
@InProceedings{hongMSB04,
  author = 	{Hong, B. W.
		and Mellor, M.
		and Soatto, S.
		and Brady, M.},
  title = 	{Combining topological and geometric features of mammograms to detect masses},
  booktitle = 	{Proc. Medical Image Understanding and Analysis},
  year = 	{2004},
  month = 	{London, September},
  pages = 	{196--199}
}
Tracking deformable moving objects under severe occlusions J. Jackson, A. Yezzi, and S. Soatto. In Proceedings of the IEEE Conference on Decision and Control, 2004. (PDF,BibTeX)
@InProceedings{jacksonYS04,
  author = 	{Jackson, J.
		and Yezzi, A.
		and Soatto, S.},
  title = 	{Tracking deformable moving objects under severe occlusions},
  booktitle = 	{Proceedings of the IEEE Conference on Decision and Control},
  year = 	{2004},
  month = 	{December},
  volume = 	{3},
  pages = 	{2990--2995}
}
Shedding light in stereoscopic segmentation H. Jin, D. Cremers, A. Yezzi, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2004. (PDF,BibTeX)
@InProceedings{jinCYS04,
  author = 	{Jin, H.
		and Cremers, D.
		and Yezzi, A.
		and Soatto, S.},
  title = 	{Shedding light in stereoscopic segmentation},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2004},
  month = 	{July},
  volume = 	{1},
  pages = 	{36--42}
}
Region-based segmentation on evolving surfaces with application to 3D shape and radiance estimation H. Jin, A. J. Yezzi, and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2004. (PDF,BibTeX)
@InProceedings{jinYS04,
  author = 	{Jin, H.
		and Yezzi, A. J.
		and Soatto, S.},
  title = 	{Region-based segmentation on evolving surfaces with application to 3D shape and radiance estimation},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2004},
  month = 	{May},
  pages = 	{114--125}
}
Integral Invariant Signatures S. Manay, A. J. Yezzi, B. W. Hong, and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2004. (PDF,BibTeX)
@InProceedings{manayYWS04,
  author = 	{Manay, S.
		and Yezzi, A. J.
		and Hong, B. W.
		and Soatto, S.},
  title = 	{Integral Invariant Signatures},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2004},
  month = 	{May},
  pages = 	{87--99}
}
Simultaneous localization and mapping using multiple view feature descriptors J. Meltzer, M. S. Yang, R. Gupta, and S. Soatto. In Proceedings of the IEEE International Conference on Intelligent Robots and Systems (IROS), 2004. (PDF,BibTeX)
@InProceedings{meltzerYGS04,
  author = 	{Meltzer, J.
		and Yang, M. S.
		and Gupta, R.
		and Soatto, S.},
  title = 	{Simultaneous localization and mapping using multiple view feature descriptors},
  booktitle = 	{Proceedings of the IEEE International Conference on Intelligent Robots and Systems (IROS)},
  year = 	{2004},
  month = 	{October},
  volume = 	{2},
  pages = 	{1550--1555}
}
Multiple view feature descriptors from image sequences via kernel principal component analysis J. Meltzer, M. Yang, R. Gupta, and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2004. (PDF,BibTeX)
@InProceedings{meltzerGS04,
  author = 	{Meltzer, J.
		and Yang, M.
		and Gupta, R.
		and Soatto, S.},
  title = 	{Multiple view feature descriptors from image sequences via kernel principal component analysis},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2004},
  month = 	{May},
  pages = 	{215--227}
}
Modeling and synthesis of facial motion driven by speech P. Saisan, A. Bissacco, and A. Chiuso S. Soatto. In Proceedings of the European Conference on Computer Vision, 2004. (PDF,BibTeX)
@InProceedings{saisanBSC04,
  author = 	{Saisan, P.
		and Bissacco, A.
		and Soatto, A. Chiuso S.},
  title = 	{Modeling and synthesis of facial motion driven by speech},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2004},
  month = 	{May},
  pages = 	{456--467}
}

2003

Image-based modeling and synthesis of human gaits with subtleties A. Bissacco, P. Saisan, and S. Soatto. In Proc. of the IFAC Symp. on System Identification (SYSID), 2003. (PDF,BibTeX)
@InProceedings{bissaccoSS03,
  author = 	{Bissacco, A.
		and Saisan, P.
		and Soatto, S.},
  title = 	{Image-based modeling and synthesis of human gaits with subtleties},
  booktitle = 	{Proc. of the IFAC Symp. on System Identification (SYSID)},
  year = 	{2003},
  month = 	{August}
}
A pseudo distance for shape priors in level set segmentation D. Cremers and S. Soatto. In Proc. of the Intl. Workshop on Variational and Level Set Methods, 2003. (PDF,BibTeX)
@InProceedings{cremersS03VLSM,
  author = 	{Cremers, D.
		and Soatto, S.},
  title = 	{A pseudo distance for shape priors in level set segmentation},
  booktitle = 	{Proc. of the Intl. Workshop on Variational and Level Set Methods},
  year = 	{2003},
  month = 	{October},
  pages = 	{169--176}
}
A Generative Model Based Approach to Motion Segmentation D. Cremers and A. Yuille. In German Conf. on Pattern Recognition (DAGM), 2003. (PDF,BibTeX)
@InProceedings{cremersY03,
  author = 	{Cremers, D.
		and Yuille, A.},
  title = 	{A Generative Model Based Approach to Motion Segmentation},
  booktitle = 	{German Conf. on Pattern Recognition (DAGM)},
  year = 	{2003},
  month = 	{September},
  pages = 	{313--320}
}
A Variational Framework for Image Segmentation Combining Motion Estimation and Shape Regularization D. Cremers. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003. (PDF,BibTeX)
@InProceedings{cremersS03,
  author = 	{Cremers, D.},
  title = 	{A Variational Framework for Image Segmentation Combining Motion Estimation and Shape Regularization},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2003},
  month = 	{October},
  pages = 	{1}
}
Towards Recognition-based Variational Segmentation Using Shape Priors and Dynamic Labeling D. Cremers, N. Sochen, and C. Schnoerr. In International Conference on Scale-Space Theories in Computer Vision, 2003. (PDF,BibTeX)
@InProceedings{cremersSS03,
  author = 	{Cremers, D.
		and Sochen, N.
		and Schnoerr, C.},
  title = 	{Towards Recognition-based Variational Segmentation Using Shape Priors and Dynamic Labeling},
  booktitle = 	{International Conference on Scale-Space Theories in Computer Vision},
  year = 	{2003},
  month = 	{June},
  pages = 	{388--400}
}
Multiphase Levelset Framework for Variational Motion Segmentation D. Cremers. In International Conference on Scale-Space Theories in Computer Vision, 2003. (PDF,BibTeX)
@InProceedings{cremers03,
  author = 	{Cremers, D.},
  title = 	{Multiphase Levelset Framework for Variational Motion Segmentation},
  booktitle = 	{International Conference on Scale-Space Theories in Computer Vision},
  year = 	{2003},
  month = 	{June},
  pages = 	{599--614}
}
Variational space-time motion segmentation D. Cremers and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2003. (PDF,BibTeX)
@InProceedings{cremersS03ICCV,
  author = 	{Cremers, D.
		and Soatto, S.},
  title = 	{Variational space-time motion segmentation},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2003},
  month = 	{October},
  volume = 	{2},
  pages = 	{886--892}
}
Dynamic textures G. Doretto, A. Chiuso, Y. Wu, and S. Soatto. In International Journal of Computer Vision, 2003. (PDF,BibTeX)
@Article{dorettoCWS03,
  author = 	{Doretto, G.
		and Chiuso, A.
		and Wu, Y.
		and Soatto, S.},
  title = 	{Dynamic textures},
  journal = 	{International Journal of Computer Vision},
  year = 	{2003},
  volume = 	{51},
  number = 	{2},
  pages = 	{91--109}
}
Towards plenoptic dynamic textures G. Doretto and S. Soatto. In Proc. of the Workshop on Textures 2003, 2003. (PDF,BibTeX)
@InProceedings{dorettoS03_plenoptic,
  author = 	{Doretto, G.
		and Soatto, S.},
  title = 	{Towards plenoptic dynamic textures},
  booktitle = 	{Proc. of the Workshop on Textures 2003},
  year = 	{2003},
  month = 	{October},
  pages = 	{25--30}
}
Dynamic texture segmentation G. Doretto, D. Cremers, P. Favaro, and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2003. (PDF,BibTeX)
@InProceedings{cremersDFS03,
  author = 	{Doretto, G.
		and Cremers, D.
		and Favaro, P.
		and Soatto, S.},
  title = 	{Dynamic texture segmentation},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2003},
  month = 	{October},
  volume = 	{2},
  pages = 	{1236--1242}
}
Editable dynamic textures G. Doretto and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003. (PDF,BibTeX)
@InProceedings{dorettoS03cvpr,
  author = 	{Doretto, G.
		and Soatto, S.},
  title = 	{Editable dynamic textures},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2003},
  month = 	{June},
  volume = 	{2},
  pages = 	{137--142}
}
Shape representation via harmonic embedding A. Duci, A. J. Yezzi, S. K. Mitter, and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2003. (PDF,BibTeX)
@InProceedings{duciYMS03,
  author = 	{Duci, A.
		and Yezzi, A. J.
		and Mitter, S. K.
		and Soatto, S.},
  title = 	{Shape representation via harmonic embedding},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2003},
  month = 	{October},
  volume = 	{1},
  pages = 	{656--662}
}
A semi-direct approach to structure from motion P. Favaro, H. Jin, and S. Soatto. In The Visual Computer, 2003. (PDF,BibTeX)
@Article{favaroJS03,
  author = 	{Favaro, P.
		and Jin, H.
		and Soatto, S.},
  title = 	{A semi-direct approach to structure from motion},
  journal = 	{The Visual Computer},
  year = 	{2003},
  volume = 	{192},
  pages = 	{1--18}
}
Observing shape from defocused images P. Favaro, A. Mennucci, and S. Soatto. In International Journal of Computer Vision, 2003. (PDF,BibTeX)
@Article{favaroMS03,
  author = 	{Favaro, P.
		and Mennucci, A.
		and Soatto, S.},
  title = 	{Observing shape from defocused images},
  journal = 	{International Journal of Computer Vision},
  year = 	{2003},
  volume = 	{52},
  number = 	{1},
  pages = 	{25--43}
}
On Exploiting occlusions in multiple view geometry P. Favaro, A. Duci, Y. Ma, and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2003. (PDF,BibTeX)
@InProceedings{favaroDMS03,
  author = 	{Favaro, P.
		and Duci, A.
		and Ma, Y.
		and Soatto, S.},
  title = 	{On Exploiting occlusions in multiple view geometry},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2003},
  month = 	{October},
  volume = 	{1},
  pages = 	{479--486}
}
3D shape from anisotropic diffusion P. Favaro, S. Soatto, L. Vese, and S. J. Osher. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003. (PDF,BibTeX)
@InProceedings{favaroSVO03cvpr,
  author = 	{Favaro, P.
		and Soatto, S.
		and Vese, L.
		and Osher, S. J.},
  title = 	{3D shape from anisotropic diffusion},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2003},
  month = 	{June},
  volume = 	{1},
  pages = 	{179--186}
}
Seeing beyond occlusions (and other marvels of a finite lens aperture) P. Favaro and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003. (PDF,BibTeX)
@InProceedings{favaroS03cvpr,
  author = 	{Favaro, P.
		and Soatto, S.},
  title = 	{Seeing beyond occlusions (and other marvels of a finite lens aperture)},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2003},
  month = 	{June},
  volume = 	{2},
  pages = 	{579--586}
}
Estimation of 3D surface shape and smooth radiance from 2D images: A level set approach H. Jin, A. Yezzi, R. Tsai, L. Chen, and S. Soatto. In Journal of Scientific Computing, 2003. (PDF,BibTeX)
@Article{jinYTCS03,
  author = 	{Jin, H.
		and Yezzi, A.
		and Tsai, R.
		and Chen, L.
		and Soatto, S.},
  title = 	{Estimation of 3D surface shape and smooth radiance from 2D images: A level set approach},
  journal = 	{Journal of Scientific Computing},
  year = 	{2003},
  volume = 	{19},
  number = 	{1-3},
  pages = 	{267--292}
}
Multi-view stereo beyond Lambert H. Jin, S. Soatto, and A. J. Yezzi. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003. (PDF,BibTeX)
@InProceedings{jinSY03cvpr,
  author = 	{Jin, H.
		and Soatto, S.
		and Yezzi, A. J.},
  title = 	{Multi-view stereo beyond Lambert},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2003},
  month = 	{June},
  volume = 	{1},
  pages = 	{171--178}
}
An invitation to 3D vision, from images to models Y. Ma, S. Soatto, J. Kosecka, and S. Sastry. Springer Verlag, 2003. (BibTeX)
@Book{maSKS,
  author = 	{Ma, Y.
		and Soatto, S.
		and Kosecka, J.
		and Sastry, S.},
  title = 	{An invitation to 3D vision, from images to models},
  year = 	{2003},
  publisher = 	{Springer Verlag},
  isbn = 	{0-387-00893-4}
}
Region matching and tracking under deformations and occlusions S. Soatto, A. J. Yezzi, and A. Duci. In Geometric Level Set Methods in Imaging, Vision and Graphics, S. J. Osher and N. Paragios, 2003. (BibTeX)
@Inbook{soattoYD03,
  author = 	{Soatto, S.
		and Yezzi, A. J.
		and Duci, A.},
  chapter = 	{Region matching and tracking under deformations and occlusions},
  title = 	{Geometric Level Set Methods in Imaging, Vision and Graphics, S. J. Osher and N. Paragios},
  year = 	{2003},
  publisher = 	{Springer Verlag},
  pages = 	{319--340}
}
Snippets of Identification Theory in Computer Vision S. Soatto and A. Chiuso. In Proc. of the IFAC Symp. on System Identification (SYSID), 2003. (PDF,BibTeX)
@InProceedings{soattoC03,
  author = 	{Soatto, S.
		and Chiuso, A.},
  title = 	{Snippets of Identification Theory in Computer Vision},
  booktitle = 	{Proc. of the IFAC Symp. on System Identification (SYSID)},
  year = 	{2003},
  month = 	{August}
}
Tales of shape and radiance in multiview stereo S. Soatto, A. J. Yezzi, and H. Jin. In Proceedings of the International Conference on Computer Vision, 2003. (PDF,BibTeX)
@InProceedings{soattoYJ02cvpr,
  author = 	{Soatto, S.
		and Yezzi, A. J.
		and Jin, H.},
  title = 	{Tales of shape and radiance in multiview stereo},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2003},
  month = 	{October},
  volume = 	{2},
  pages = 	{974--981}
}
An algebraic geometric approach to the identification of a class of linear hybrid systems R. Vidal, S. Soatto, and S. Sastry. In Proceedings of the IEEE Conference on Decision and Control, 2003. (PDF,BibTeX)
@InProceedings{vidalSS03,
  author = 	{Vidal, R.
		and Soatto, S.
		and Sastry, S.},
  title = 	{An algebraic geometric approach to the identification of a class of linear hybrid systems},
  booktitle = 	{Proceedings of the IEEE Conference on Decision and Control},
  year = 	{2003},
  month = 	{December},
  volume = 	{1},
  pages = 	{167--172}
}
Observability of linear hybrid systems R. Vidal, A. Chiuso, S. Soatto, and S. Sastry. In Proc. of the Hybrid Systems Computation and Control, 2003. (PDF,BibTeX)
@InProceedings{vidalCSS02,
  author = 	{Vidal, R.
		and Chiuso, A.
		and Soatto, S.
		and Sastry, S.},
  title = 	{Observability of linear hybrid systems},
  booktitle = 	{Proc. of the Hybrid Systems Computation and Control},
  year = 	{2003},
  month = 	{October},
  pages = 	{526--539}
}
Mumford-Shah from segmentation to stereo A. J. Yezzi, S. Soatto, H. Jin, A. Tsai, and A. Willsky. In Geometric Level Set Methods in Imaging, Vision and Graphics, S. J. Osher and N. Paragios, 2003. (PDF,BibTeX)
@Inbook{yezziSJTW,
  author = 	{Yezzi, A. J.
		and Soatto, S.
		and Jin, H.
		and Tsai, A.
		and Willsky, A.},
  editor = 	{Osher, S. J.
		and Paragios, N.},
  chapter = 	{Mumford-Shah from segmentation to stereo},
  title = 	{Geometric Level Set Methods in Imaging, Vision and Graphics, S. J. Osher and N. Paragios},
  year = 	{2003},
  publisher = 	{Springer Verlag},
  pages = 	{207--228}
}
Stereoscopic segmentation A. Yezzi and S. Soatto. In International Journal of Computer Vision, 2003. (PDF,BibTeX)
@Article{yezziS03IJCV,
  author = 	{Yezzi, A.
		and Soatto, S.},
  title = 	{Stereoscopic segmentation},
  journal = 	{International Journal of Computer Vision},
  year = 	{2003},
  volume = 	{53},
  number = 	{1},
  pages = 	{31--43}
}
Deformotion: deforming motion, shape average and the joint segmentation and registration of images A. Yezzi and S. Soatto. In International Journal of Computer Vision, 2003. (PDF,BibTeX)
@Article{yezziS03IJCV2,
  author = 	{Yezzi, A.
		and Soatto, S.},
  title = 	{Deformotion: deforming motion, shape average and the joint segmentation and registration of images},
  journal = 	{International Journal of Computer Vision},
  year = 	{2003},
  volume = 	{53},
  number = 	{2},
  pages = 	{153--167}
}
Structure from motion for scenes without features A. J. Yezzi and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003. (PDF,BibTeX)
@InProceedings{yezziS03cvpr,
  author = 	{Yezzi, A. J.
		and Soatto, S.},
  title = 	{Structure from motion for scenes without features},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2003},
  month = 	{June},
  volume = 	{1},
  pages = 	{525--532}
}

2002

Modeling human gaits with subtleties A. Bissacco and P. Saisan. In Workshop on Dynamic Scene Analysis, 2002. (PDF,BibTeX)
@InProceedings{bissaccoSS02,
  author = 	{Bissacco, A.
		and Saisan, P.},
  title = 	{Modeling human gaits with subtleties},
  booktitle = 	{Workshop on Dynamic Scene Analysis},
  year = 	{2002}
}
Structure from motion causally integrated over time A. Chiuso, P. Favaro, H. Jin, and S. Soatto. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002. (PDF,BibTeX)
@Article{chiusoFJS02,
  author = 	{Chiuso, A.
		and Favaro, P.
		and Jin, H.
		and Soatto, S.},
  title = 	{Structure from motion causally integrated over time},
  journal = 	{IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = 	{2002},
  volume = 	{24},
  number = 	{4},
  pages = 	{523--535}
}
Towards unsupervised detection of actions in clutter F. Cuzzolin, A. Bissacco, R. Frezza, and S. Soatto. In Proc. of the Asilomar Conference on Signals, Systems and Computers, 2002. (PDF,BibTeX)
@InProceedings{cuzzolinBFS02,
  author = 	{Cuzzolin, F.
		and Bissacco, A.
		and Frezza, R.
		and Soatto, S.},
  title = 	{Towards unsupervised detection of actions in clutter},
  booktitle = 	{Proc. of the Asilomar Conference on Signals, Systems and Computers},
  year = 	{2002},
  month = 	{November},
  volume = 	{1},
  pages = 	{463--467}
}
Region matching with missing parts A. Duci, A. Yezzi, S. Mitter, and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2002. (PDF,BibTeX)
@InProceedings{duciYS02,
  author = 	{Duci, A.
		and Yezzi, A.
		and Mitter, S.
		and Soatto, S.},
  title = 	{Region matching with missing parts},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2002},
  volume = 	{3},
  pages = 	{1--16}
}
Learning shape from defocus P. Favaro and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2002. (PDF,BibTeX)
@InProceedings{favaroS02,
  author = 	{Favaro, P.
		and Soatto, S.},
  title = 	{Learning shape from defocus},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2002},
  volume = 	{2},
  pages = 	{735--745}
}
Variational multiframe stereo in the presence of specular reflections H. Jin, A. Yezzi, and S. Soatto. In Proc. of the International conference on 3D Data processing Visualization and Transmission, 2002. (PDF,BibTeX)
@InProceedings{jinYS02,
  author = 	{Jin, H.
		and Yezzi, A.
		and Soatto, S.},
  title = 	{Variational multiframe stereo in the presence of specular reflections},
  booktitle = 	{Proc. of the International conference on 3D Data processing Visualization and Transmission},
  year = 	{2002},
  month = 	{June},
  pages = 	{626--630}
}
A variational approach to shape from defocus H. Jin, P. Favaro, A. Yezzi, and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2002. (PDF,BibTeX)
@InProceedings{jinF02,
  author = 	{Jin, H.
		and Favaro, P.
		and Yezzi, A.
		and Soatto, S.},
  title = 	{A variational approach to shape from defocus},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2002},
  volume = 	{2},
  pages = 	{18--30}
}
Inpainting from multiple views S. H. Kang, T. F. Chan, and S. Soatto. In Proc. of the Intl. Conf. 3DPVT, 2002. (PDF,BibTeX)
@InProceedings{kangCS02,
  author = 	{Kang, S. H.
		and Chan, T. F.
		and Soatto, S.},
  title = 	{Inpainting from multiple views},
  booktitle = 	{Proc. of the Intl. Conf. 3DPVT},
  year = 	{2002},
  month = 	{June},
  pages = 	{622--625}
}
Multiple view inpainting S. H. Kang, S. Soatto, and Tony F. Chan. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002. (BibTeX)
@Article{kangCS02PAMI,
  author = 	{Kang, S. H.
		and Soatto, S.
		and Chan, Tony F.},
  title = 	{Multiple view inpainting},
  journal = 	{IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = 	{2002}
}
A model (In)validation approach to gait recognition C. Mazzaro, M. Sznaier, O. Camps, S. Soatto, and A. Bissacco. In Proc. of International Conference on 3D Data Processing Visualization and Transmission, 2002. (PDF,BibTeX)
@InProceedings{mazzaroSCBS02,
  author = 	{Mazzaro, C.
		and Sznaier, M.
		and Camps, O.
		and Soatto, S.
		and Bissacco, A.},
  title = 	{A model (In)validation approach to gait recognition},
  booktitle = 	{Proc. of International Conference on 3D Data Processing Visualization and Transmission},
  year = 	{2002},
  month = 	{June},
  pages = 	{700--703}
}
Deformotion: deforming motion, shape average and the joint segmentation and registration of images S. Soatto and A. Yezzi. In Proceedings of the European Conference on Computer Vision, 2002. (PDF,BibTeX)
@InProceedings{soattoY02,
  author = 	{Soatto, S.
		and Yezzi, A.},
  title = 	{Deformotion: deforming motion, shape average and the joint segmentation and registration of images},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2002},
  volume = 	{3},
  pages = 	{32--47}
}
Observability and identifiability of jump-linear systems R. Vidal, A. Chiuso, and S. Soatto. In Proceedings of the IEEE Conference on Decision and Control, 2002. (PDF,BibTeX)
@InProceedings{vidalCS02,
  author = 	{Vidal, R.
		and Chiuso, A.
		and Soatto, S.},
  title = 	{Observability and identifiability of jump-linear systems},
  booktitle = 	{Proceedings of the IEEE Conference on Decision and Control},
  year = 	{2002},
  month = 	{December},
  volume = 	{4},
  pages = 	{3614--3619}
}
A factorization method for 3D multi-body motion estimation and segmentation R. Vidal, S. Soatto, and S. Sastry. In Proc. of the Allerton Conference on Signals and Systems, 2002. (PDF,BibTeX)
@InProceedings{vidalSS02_2,
  author = 	{Vidal, R.
		and Soatto, S.
		and Sastry, S.},
  title = 	{A factorization method for 3D multi-body motion estimation and segmentation},
  booktitle = 	{Proc. of the Allerton Conference on Signals and Systems},
  year = 	{2002},
  month = 	{October},
  pages = 	{1637--1646}
}
Segmentation of dynamic scenes from the multi-body fundamental matrix R. Vidal, S. Soatto, and S. Sastry. In Proc. of the Workshop on Analysis of Dynamic Scenes, 2002. (PDF,BibTeX)
@InProceedings{vidalSS02_1,
  author = 	{Vidal, R.
		and Soatto, S.
		and Sastry, S.},
  title = 	{Segmentation of dynamic scenes from the multi-body fundamental matrix},
  booktitle = 	{Proc. of the Workshop on Analysis of Dynamic Scenes},
  year = 	{2002},
  month = 	{June}
}
Curve and Surface Evolution for Image Segmentation and Stereo Reconstruction Using the Mumford-Shah Functional A. Yezzi, S. Soatto, A. Tsai, and A. Willsky. In Mathematics and Multimedia, 2002. (BibTeX)
@Inbook{yezziSTW02,
  author = 	{Yezzi, A.
		and Soatto, S.
		and Tsai, A.
		and Willsky, A.},
  chapter = 	{Curve and Surface Evolution for Image Segmentation and Stereo Reconstruction Using the Mumford-Shah Functional},
  title = 	{Mathematics and Multimedia},
  year = 	{2002},
  publisher = 	{IMA}
}

2001

Recognition of human gaits A. Bissacco, A. Chiuso, Y. Ma, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2001. (PDF,BibTeX)
@InProceedings{bissaccoCMS01,
  author = 	{Bissacco, A.
		and Chiuso, A.
		and Ma, Y.
		and Soatto, S.},
  title = 	{Recognition of human gaits},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2001},
  month = 	{December},
  volume = 	{2},
  pages = 	{52--57}
}
A semidirect approach to structure from motion P. Favaro, H. Jin, and S. Soatto. In IEEE Intl. Conf. on Image Analysis and Processing, 2001. (PDF,BibTeX)
@InProceedings{favaroJS01,
  author = 	{Favaro, P.
		and Jin, H.
		and Soatto, S.},
  title = 	{A semidirect approach to structure from motion},
  booktitle = 	{IEEE Intl. Conf. on Image Analysis and Processing},
  year = 	{Palermo-- Italy, September 2001},
  pages = 	{250--255}
}
Real-time virtual object insertion P. Favaro, H. Jin, and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2001. (PDF,BibTeX)
@InProceedings{favaroJS01DEMO,
  author = 	{Favaro, P.
		and Jin, H.
		and Soatto, S.},
  title = 	{Real-time virtual object insertion},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2001},
  volume = 	{2},
  pages = 	{749}
}
Real-time feature tracking and outlier rejection with changes in illumination H. Jin, P. Favaro, and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2001. (PDF,BibTeX)
@InProceedings{jinFS01,
  author = 	{Jin, H.
		and Favaro, P.
		and Soatto, S.},
  title = 	{Real-time feature tracking and outlier rejection with changes in illumination},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2001},
  volume = 	{1},
  pages = 	{684--689}
}
Dynamic texture recognition P. Saisan, G. Doretto, Y. Wu, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2001. (PDF,BibTeX)
@InProceedings{saisanDWS01,
  author = 	{Saisan, P.
		and Doretto, G.
		and Wu, Y.
		and Soatto, S.},
  title = 	{Dynamic texture recognition},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2001},
  month = 	{December},
  volume = 	{2},
  pages = 	{58--63}
}
Dynamic textures S. Soatto, G. Doretto, and Y. Wu. In Proceedings of the International Conference on Computer Vision, 2001. (PDF,BibTeX)
@InProceedings{soattoDW01,
  author = 	{Soatto, S.
		and Doretto, G.
		and Wu, Y.},
  title = 	{Dynamic textures},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2001},
  volume = 	{2},
  pages = 	{439--446}
}
Stereoscopic segmentation A. Yezzi and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2001. (PDF,BibTeX)
@InProceedings{yezziS01,
  author = 	{Yezzi, A.
		and Soatto, S.},
  title = 	{Stereoscopic segmentation},
  booktitle = 	{Proceedings of the International Conference on Computer Vision},
  year = 	{2001},
  volume = 	{1},
  pages = 	{59--66}
}

2000

Conference tracks advances in computer vision EE Times, http://www.eet.com/story/technology/OEG20000626S0073, 2000. (BibTeX)
@Book{eetimes,
  title = 	{Conference tracks advances in computer vision},
  year = 	{2000},
  month = 	{July},
  publisher = 	{EE Times, http://www.eet.com/story/technology/OEG20000626S0073}
}
Optimal structure from motion: local ambiguities and global estimates A. Chiuso, R. Brockett, and S. Soatto. In International Journal of Computer Vision, 2000. (PDF,BibTeX)
@Article{chiusoBS00,
  author = 	{Chiuso, A.
		and Brockett, R.
		and Soatto, S.},
  title = 	{Optimal structure from motion: local ambiguities and global estimates},
  journal = 	{International Journal of Computer Vision},
  year = 	{2000},
  month = 	{September},
  volume = 	{39},
  number = 	{3},
  pages = 	{195--228}
}
Monte Carlo filtering on Lie groups A. Chiuso and S. Soatto. In Proceedings of the IEEE Conference on Decision and Control, 2000. (PDF,BibTeX)
@InProceedings{chiusoS00CDC,
  author = 	{Chiuso, A.
		and Soatto, S.},
  title = 	{Monte Carlo filtering on Lie groups},
  booktitle = 	{Proceedings of the IEEE Conference on Decision and Control},
  year = 	{2000},
  month = 	{December},
  volume = 	{1},
  pages = 	{304--309}
}
3-D motion and structure causally integrated over time: Implementation. A. Chiuso, P. Favaro, H. Jin, and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2000. (PDF,BibTeX)
@InProceedings{chiusoFJS00ECCVpart2,
  author = 	{Chiuso, A.
		and Favaro, P.
		and Jin, H.
		and Soatto, S.},
  title = 	{3-D motion and structure causally integrated over time: Implementation.},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2000},
  month = 	{June},
  pages = 	{735--750}
}
3-D motion and structure causally integrated over time: Theory A. Chiuso and S. Soatto. In Tutorial lecture notes of IEEE Interantional Conf. on Robotics and Automation, 2000. (PDF,BibTeX)
@InProceedings{chiusoS00ICRApart1,
  author = 	{Chiuso, A.
		and Soatto, S.},
  title = 	{3-D motion and structure causally integrated over time: Theory},
  booktitle = 	{Tutorial lecture notes of IEEE Interantional Conf. on Robotics and Automation},
  year = 	{2000},
  month = 	{April}
}
Shape and radiance estimation from the information divergence of blurred images P. Favaro and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2000. (PDF,BibTeX)
@InProceedings{favaroS00ECCV,
  author = 	{Favaro, P.
		and Soatto, S.},
  title = 	{Shape and radiance estimation from the information divergence of blurred images},
  booktitle = 	{Proceedings of the European Conference on Computer Vision},
  year = 	{2000},
  month = 	{June},
  pages = 	{755--768}
}
Stereoscopic shading: integrating multi-frame shape cues in a variational framework H. Jin, A. Yezzi, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2000. (PDF,BibTeX)
@InProceedings{jinYS00CVPR,
  author = 	{Jin, H.
		and Yezzi, A.
		and Soatto, S.},
  title = 	{Stereoscopic shading: integrating multi-frame shape cues in a variational framework},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{2000},
  volume = 	{1},
  pages = 	{169--176}
}
Real-time 3-D motion and structure from point features: a front-end system for vision-based control and interaction H. Jin, P. Favaro, and S. Soatto. In Computer Vision and Pattern Recognition; code available from \tt http://vision.ucla.edu, 2000. (PDF,BibTeX)
@InProceedings{jinFS00,
  author = 	{Jin, H.
		and Favaro, P.
		and Soatto, S.},
  title = 	{Real-time 3-D motion and structure from point features: a front-end system for vision-based control and interaction},
  booktitle = 	{Computer Vision and Pattern Recognition; code available from {\backslash}tt http://vision.ucla.edu},
  year = 	{2000},
  month = 	{June},
  pages = 	{778--779}
}
Euclidean reconstruction and reprojection up to subgroups Y. Ma, S. Soatto, J. Kosecka, and S. Sastry. In International Journal of Computer Vision, 2000. (PDF,BibTeX)
@Article{maSKS00,
  author = 	{Ma, Y.
		and Soatto, S.
		and Kosecka, J.
		and Sastry, S.},
  title = 	{Euclidean reconstruction and reprojection up to subgroups},
  journal = 	{International Journal of Computer Vision},
  year = 	{2000},
  month = 	{July},
  volume = 	{38},
  number = 	{3},
  pages = 	{219--229}
}
A geometric approach to blind deconvolution with application to shape from defocus S. Soatto and P. Favaro. In Intl. Conf. on Computer Vision and Pattern Recognition, 2000. (PDF,BibTeX)
@InProceedings{soattoF00CVPR,
  author = 	{Soatto, S.
		and Favaro, P.},
  title = 	{A geometric approach to blind deconvolution with application to shape from defocus},
  booktitle = 	{Intl. Conf. on Computer Vision and Pattern Recognition},
  year = 	{2000},
  volume = 	{2},
  pages = 	{10--17}
}

1999

Euclidean reconstruction and reprojection up to subgroups Y. Ma, S. Soatto, J. Kosecka, and S. Sastry. In International Journal of Computer Vision, 1999. (PDF,BibTeX)
@InProceedings{maSKS99,
  author = 	{Ma, Y.
		and Soatto, S.
		and Kosecka, J.
		and Sastry, S.},
  title = 	{Euclidean reconstruction and reprojection up to subgroups},
  booktitle = 	{International Journal of Computer Vision},
  year = 	{1999},
  pages = 	{773--780}
}

1998

A Lagrangian formulation of nonholonomic path following R. Frezza, G. Picci, and S. Soatto. In The confluence of vision an control, D. Kriegman et al. (eds), 1998. (BibTeX)
@Inbook{frezzaPS98,
  author = 	{Frezza, R.
		and Picci, G.
		and Soatto, S.},
  chapter = 	{A Lagrangian formulation of nonholonomic path following},
  title = 	{The confluence of vision an control, D. Kriegman et al. (eds)},
  year = 	{1998},
  publisher = 	{Springer Verlag},
  pages = 	{119--133}
}
Reducing “Structure from Motion”: a general framework for dynamic vision. Part 2: Implementation and experimental assessment. S. Soatto and P. Perona. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998. (PDF,BibTeX)
@Article{soattoP98PAMI2,
  author = 	{Soatto, S.
		and Perona, P.},
  title = 	{Reducing ``Structure from Motion'': a general framework for dynamic vision. Part 2: Implementation and experimental assessment.},
  journal = 	{IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = 	{1998},
  month = 	{September},
  volume = 	{20},
  number = 	{9},
  pages = 	{943--960}
}
Optimal and suboptimal Structure from Motion S. Soatto and R. Brockett. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 1998. (PDF,BibTeX)
@InProceedings{soattoB98,
  author = 	{Soatto, S.
		and Brockett, R.},
  title = 	{Optimal and suboptimal Structure from Motion},
  booktitle = 	{Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year = 	{1998},
  month = 	{June},
  address = 	{Santa Barbara, CA},
  pages = 	{282--288}
}
Reducing “Structure from Motion”: a general framework for dynamic vision. Part 1: modeling. S. Soatto and P. Perona. In International Journal of Computer Vision, 1998. (PDF,BibTeX)
@Article{soattoP98PAMI1,
  author = 	{Soatto, S.
		and Perona, P.},
  title = 	{Reducing ``Structure from Motion'': a general framework for dynamic vision. Part 1: modeling.},
  journal = 	{International Journal of Computer Vision},
  year = 	{1998},
  month = 	{September},
  volume = 	{20},
  number = 	{9},
  pages = 	{993--942}
}

1997

Recursive 3-D visual motion estimation using subspace constraints S. Soatto and P. Perona. In International Journal of Computer Vision, 1997. (PDF,BibTeX)
@Article{soattoP97IJCV,
  author = 	{Soatto, S.
		and Perona, P.},
  title = 	{Recursive 3-D visual motion estimation using subspace constraints},
  journal = 	{International Journal of Computer Vision},
  year = 	{1997},
  volume = 	{22},
  number = 	{3},
  pages = 	{235--259}
}

1996

Motion estimation via dynamic vision S. Soatto, R. Frezza, and P. Perona. In IEEE Transactions on Automatic Control, 1996. (PDF,BibTeX)
@InProceedings{soattoFP96,
  author = 	{Soatto, S.
		and Frezza, R.
		and Perona, P.},
  title = 	{Motion estimation via dynamic vision},
  booktitle = 	{IEEE Transactions on Automatic Control},
  year = 	{1996},
  volume = 	{41},
  number = 	{3},
  pages = 	{393--414}
}
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