|
Note: All publications prior to 2009 are sorted by year, then alphabetically by the last name of the first author.
2012Detachable Object Detection: Segmentation and Depth Ordering From Short-Baseline Video
In IEEE Transactions on Pattern Analysis and Machine Intelligence,
2012. (PDF,BibTeX)
@Article{ayvaciS12PAMI,
author = {Ayvaci, A.
and Soatto, S.},
title = {Detachable Object Detection: Segmentation and Depth Ordering From Short-Baseline Video},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
year = {(in press) 2012}
}
Actionable Saliency Detection: Independent Motion Detection Without Independent Motion Estimation
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,
June 2012. (PDF,BibTeX)
@InCollection{georgiadisAS12,
author = {Georgiadis, G.
and Ayvaci, A.
and Soatto, S.},
title = {Actionable Saliency Detection: Independent Motion Detection Without Independent Motion Estimation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
year = {2012},
month = {June}
}
Discovering Discriminative Action Parts from Mid-Level Video Representations
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,
June 2012. (PDF,BibTeX)
@InCollection{raptisKS12,
author = {Raptis, M.
and Kokkinos, I.
and Soatto, S.},
title = {Discovering Discriminative Action Parts from Mid-Level Video Representations},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
year = {2012},
month = {June}
}
Sparse Occlusion Detection with Optical Flow
In International Journal of Computer Vision,
May 2012. (PDF,BibTeX)
@Article{ayvaciRS10IJCV,
author = {Ayvaci, A.
and Raptis, M.
and Soatto, S.},
title = {Sparse Occlusion Detection with Optical Flow},
journal = {International Journal of Computer Vision},
year = {2012},
month = {May},
volume = {97},
number = {3}
}
@InCollection{georgiadisS12,
author = {Georgiadis, G.
and Soatto, S.},
title = {Scene-Aware Video Modeling and Compression},
booktitle = {Data Compression Conference},
year = {2012},
month = {April}
}
Information Gathering Control via Exploratory Path Planning
In Proceedings of the Conference on Information Sciences and Systems,
March 2012. (PDF,BibTeX)
@InCollection{valenteTS12CISS,
author = {Valente, L.
and Tsai, R.
and Soatto, S.},
title = {Information Gathering Control via Exploratory Path Planning},
booktitle = {Proceedings of the Conference on Information Sciences and Systems},
year = {2012},
month = {March}
}
Fast Planar Object Detection and Tracking via Edgel Templates
In Proceedings of the IEEE Workshop on the Applications of Computer Vision (WACV),
January 2012. (PDF,BibTeX)
@InProceedings{leeS12,
author = {Lee, T.
and Soatto, S.},
title = {Fast Planar Object Detection and Tracking via Edgel Templates},
booktitle = {Proceedings of the IEEE Workshop on the Applications of Computer Vision (WACV)},
year = {2012},
month = {January}
}
2011Multiple Instance Filtering
In Advances in Neural Information Processing Systems,
December 2011. (PDF,BibTeX)
@InCollection{wnukS11,
author = {Wnuk, K.
and Soatto, S.},
title = {Multiple Instance Filtering},
booktitle = {Advances in Neural Information Processing Systems},
year = {2011},
month = {December}
}
Edgel Templates for Fast Planar Object Detection and Pose Estimation
In Proceedings of the IEEE International Symposium on Mixed and Augmented Reality,
October 2011. (PDF,BibTeX)
@InProceedings{leeS11ismar,
author = {Lee, T.
and Soatto, S.},
title = {Edgel Templates for Fast Planar Object Detection and Pose Estimation},
booktitle = {Proceedings of the IEEE International Symposium on Mixed and Augmented Reality},
year = {2011},
month = {October}
}
Video-based Descriptors for Object Recognition
In Image and Vision Computing,
September 2011. (PDF,BibTeX,Extended Technical Report)
@Article{leeS11imavis,
author = {Lee, T.
and Soatto, S.},
title = {Video-based Descriptors for Object Recognition},
journal = {Image and Vision Computing},
year = {2011},
month = {September},
volume = {29},
number = {10},
pages = {639--652}
}
Real-Time Classification of Dance Gestures from Skeleton Animation
In Proceedings of the ACM SIGGRAPH/Eurographics symposium on Computer animation,
August 2011. (PDF,BibTeX)
@InProceedings{raptisKH11,
author = {Raptis, M.
and Kirovski, D.
and Hoppes, H.},
title = {Real-Time Classification of Dance Gestures from Skeleton Animation},
booktitle = {Proceedings of the ACM SIGGRAPH/Eurographics symposium on Computer animation},
year = {2011},
month = {August}
}
Detachable Object Detection with Efficient Model Selection
In International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition,
July 2011. (PDF,BibTeX)
@InProceedings{ayvaciS11mdl,
author = {Ayvaci, A.
and Soatto, S.},
title = {Detachable Object Detection with Efficient Model Selection},
booktitle = {International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition},
year = {2011},
month = {July}
}
Multimodal Registration via Spatial-Context Mutual Information
In Information Processing in Medical Imaging,
July 2011. (PDF,BibTeX)
@InProceedings{yiS11,
author = {Yi, Z.
and Soatto, S.},
title = {Multimodal Registration via Spatial-Context Mutual Information},
booktitle = {Information Processing in Medical Imaging},
year = {2011},
month = {July}
}
Biopsy Needle Detection in Transrectal Ultrasound
In Computerized Medical Imaging and Graphics,
June 2011. (PDF,BibTeX)
@Article{ayvaciYXSK11,
author = {Ayvaci, A.
and Yan, P.
and Xu, S.
and Soatto, S.
and Kruecker, J.},
title = {Biopsy Needle Detection in Transrectal Ultrasound},
journal = {Computerized Medical Imaging and Graphics},
year = {2011},
month = {June}
}
Learning and Matching Multiscale Template Descriptors for Real-Time Detection, Localization and Tracking
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,
June 2011. (PDF,BibTeX)
@InProceedings{leeS11,
author = {Lee, T.
and Soatto, S.},
title = {Learning and Matching Multiscale Template Descriptors for Real-Time Detection, Localization and Tracking},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
year = {2011},
month = {June}
}
Visual-Inertial Navigation, Mapping and Localization: A Scalable Real-Time Causal Approach
In International Journal of Robotics Research,
January 2011. (PDF,BibTeX)
@Article{jonesS10IJRR,
author = {Jones, E.
and Soatto, S.},
title = {Visual-Inertial Navigation, Mapping and Localization: A Scalable Real-Time Causal Approach},
journal = {International Journal of Robotics Research},
year = {2011},
month = {January}
}
@Article{louBS10,
author = {Lou, Y.
and Bertozzi, A.
and Soatto, S.},
title = {Direct Sparse Deblurring},
journal = {J. Math. Imaging and Vision},
year = {2011},
month = {January}
}
A New Geometric Metric in the Space of Curves, and Applications to Tracking Deforming Objects by Prediction and Filtering
In SIAM J. Imaging Sciences,
January 2011. (PDF,BibTeX)
@Article{sundaramoorthiMSY10,
author = {Sundaramoorthi, G.
and Mennucci, A.
and Soatto, S.
and Yezzi, A. J.},
title = {A New Geometric Metric in the Space of Curves, and Applications to Tracking Deforming Objects by Prediction and Filtering},
journal = {SIAM J. Imaging Sciences},
year = {2011},
month = {January}
}
2010Occlusion Detection and Motion Estimation with Convex Optimization
In Advances in Neural Information Processing Systems,
December 2010. (PDF,BibTeX)
@InCollection{ayvaciRS10,
author = {Ayvaci, A.
and Raptis, M.
and Soatto, S.},
title = {Occlusion Detection and Motion Estimation with Convex Optimization},
booktitle = {Advances in Neural Information Processing Systems},
year = {2010},
month = {December}
}
Embedded Imagers: Detecting, Localizing and Recognizing Objects and Events in Natural Habitats
In Emerging Sensor Network Applications,
November 2010. (PDF,BibTeX)
@Article{koHHSE10,
author = {Ko, T.
and Hyman, J.
and Hansen, M.
and Soatto, S.
and Estrin, D.},
title = {Embedded Imagers: Detecting, Localizing and Recognizing Objects and Events in Natural Habitats},
journal = {Emerging Sensor Network Applications},
year = {2010},
month = {November}
}
Analyzing Diving: A Dataset for Judging Action Quality
In Proceedings of The 2nd International Workshop on Video Event Categorization, Tagging and Retrieval (VECTaR2010), in conjunction with ACCV,
November 2010. (PDF,BibTeX)
@InProceedings{wnukS10,
author = {Wnuk, K.
and Soatto, S.},
title = {Analyzing Diving: A Dataset for Judging Action Quality},
booktitle = {Proceedings of The 2nd International Workshop on Video Event Categorization, Tagging and Retrieval (VECTaR2010), in conjunction with ACCV},
year = {2010},
month = {November}
}
VLFeat - An open and portable library of computer vision algorithms
In Proceedings of the 18th annual ACM international conference on Multimedia,
October 2010. (PDF,BibTeX)
@InProceedings{vedaldiF10,
author = {Vedaldi, A.
and Fulkerson, B.},
title = {VLFeat - An open and portable library of computer vision algorithms},
booktitle = {Proceedings of the 18th annual ACM international conference on Multimedia},
year = {2010},
month = {October}
}
Earth Mover Distance on Superpixels
In Proceedings of the International Conference on Image Processing,
September 2010. (PDF,BibTeX)
@InProceedings{boltzNSICIP10,
author = {Boltz, S.
and Nielsen, F.
and Soatto, S.},
title = {Earth Mover Distance on Superpixels},
booktitle = {Proceedings of the International Conference on Image Processing},
year = {2010},
month = {September}
}
Texture Regimes for Entropy-Based Multiscale Image Analysis
In Proceedings of the European Conference on Computer Vision,
September 2010. (PDF,BibTeX)
@InProceedings{boltzNSECCV10,
author = {Boltz, S.
and Nielsen, F.
and Soatto, S.},
title = {Texture Regimes for Entropy-Based Multiscale Image Analysis},
booktitle = {Proceedings of the European Conference on Computer Vision},
year = {2010},
month = {September}
}
Really quick shift: Image segmentation on a GPU
In Workshop on Computer Vision using GPUs, held with the European Conference on Computer Vision,
September 2010. (PDF,BibTeX)
@InProceedings{fulkersonS10really,
author = {Fulkerson, B.
and Soatto, S.},
title = {Really quick shift: Image segmentation on a GPU},
booktitle = {Workshop on Computer Vision using GPUs, held with the European Conference on Computer Vision},
year = {2010},
month = {September}
}
4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization
In Medical Image Computing and Computer Assisted Intervention (MICCAI),
September 2010. (PDF,BibTeX)
@InProceedings{jiaLDTJ10,
author = {Jia, X.
and Lou, Y.
and Dong, B.
and Tian, Z.
and Jiang, S.},
title = {4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization},
booktitle = {Medical Image Computing and Computer Assisted Intervention (MICCAI)},
year = {2010},
month = {September}
}
Cataloging birds in their natural habitat
In Proc. of the ICPR Workshop on Vision in Natural Environments,
September 2010. (PDF,BibTeX)
@InProceedings{koSEC10,
author = {Ko, T.
and Soatto, S.
and Estrin, D.
and Cenedese, A.},
title = {Cataloging birds in their natural habitat},
booktitle = {Proc. of the ICPR Workshop on Vision in Natural Environments},
year = {2010},
month = {September}
}
Tracklet Descriptors for Action Modeling and Video Analysis
In Proceedings of the European Conference on Computer Vision,
September 2010. (PDF,BibTeX)
@InProceedings{raptisS10,
author = {Raptis, M.
and Soatto, S.},
title = {Tracklet Descriptors for Action Modeling and Video Analysis},
booktitle = {Proceedings of the European Conference on Computer Vision},
year = {2010},
month = {September}
}
Warping Background Subtraction
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,
June 2010. (PDF,BibTeX)
@InProceedings{koES10,
author = {Ko, T.
and Estrin, D.
and Soatto, S.},
title = {Warping Background Subtraction},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
year = {2010},
month = {June},
note = {CENS,ONR,MURI,ARO,AFOSR}
}
Spike Train Driven Dynamical Models for Human Actions
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,
June 2010. (PDF,BibTeX)
@InProceedings{raptisWS10,
author = {Raptis, M.
and Wnuk, K.
and Soatto, S.},
title = {Spike Train Driven Dynamical Models for Human Actions},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
year = {2010},
month = {June},
note = {ONR,ARO,AFOSR}
}
Curious Snakes: A Minimum-Latency Solution to the Cluttered Background Problem in Active Contours
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,
June 2010. (PDF,BibTeX)
@InProceedings{sundaramoorthiSY10,
author = {Sundaramoorthi, G.
and Soatto, S.
and Yezzi, A.},
title = {Curious Snakes: A Minimum-Latency Solution to the Cluttered Background Problem in Active Contours},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
year = {2010},
month = {June},
note = {UCLA-CSD-090013,ARO,AFOSR,ONR}
}
Face verification across age progression using discriminative methods
In Transactions on Information Forensics and Security,
March 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},
month = {March}
}
2009Tracking Deforming Objects by Filtering and Prediction in the Space of Curves
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
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
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
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
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
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
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}
}
@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
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
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
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
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
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
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}
}
2008Wide-sense Estimation on the Special Orthogonal Group
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
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}
}
The Scale of a Texture and its Application to Segmentation
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}
}
Enforcing Local Context into Shape Statistics
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}
}
Dynamic shape and appearance modeling via moving and deforming layers
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
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
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
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
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
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}
}
@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
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
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}
}
Knowing a good feature when you see it: ground truth and methodology to evaluate local features for recognition
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
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}
}
Filtering Internet Image Search Results Towards Keyword Based Category Recognition
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
@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},
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On the Blind Classification of Time Series
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Fast Human Pose Estimation using Appearance and Motion via Multi-Dimensional Boosting Regression
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Detecting Humans with Their Pose
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From Dynamic Texture to Dynamic Shape and Appearance Models: An Overview
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Shape from Defocus via Diffusion
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A Fast RANSAC-Based Registration Algorithm for Accurate Localization in Unknown Environments using LIDAR Measurements
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Joint Priors for Variational Shape and Appearance Modeling
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Mumford-Shah on the Move: Region-Based Segmentation on Deforming Manifolds With Application to the Reconstruction of Shape and Appearance from Multiple Images
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3-D reconstruction of shaded objects from multiple images under unknown illumination
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Inertial structure from motion with autocalibration
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Exploring Tradeoffs in Accuracy, Energy and Latency of Scale Invariant Feature Transform in Wireless Camera Networks
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A Study of Face Recognition as People Age
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Proximity Distribution Kernels for Geometric Context in Category Recognition
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Autocalibration and Uncalibrated Reconstruction of Shape From Defocus
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Objects in Context
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Time Warping Under Dynamic Constraints
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Sensor Internet Share and Search: Enabling Collaboration of Citizen Scientists
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On the distance between non-stationary time series
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Moving Forward in Structure From Motion
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A Complexity-Distortion Approach to Joint Pattern Alignment
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Application of hybrid system identification in computer vision
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Classifying Human Dynamics Without Contact Forces
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Hybrid dynamical models of human motion for gait recognition
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Kernel Density Estimation and Intrinsic Alignment for Shape Priors in Level Set Segmentation
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Using bilinear models for view-invariant action and identity recognition
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Dynamic Shape and Appearance Models
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Integral Invariants and Shape Matching
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Viewpoint induced deformation statitics and the design of viewpoint invariant features: singularities and occlusions
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Motion competition: a variational approach to piecewise parametric motion segmentation
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A geometric approach to shape from defocus
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Layered active appearance models
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and Tomas, C.},
title = {Conference on Computer Vision and Pattern Recognition},
year = {2005},
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publisher = {IEEE Computer Society}
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Kalmansac: Causal inference of dynamical processes in the presence of outliers
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@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}
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Features for recognition: viewpoint invariance for non-planar scenes
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@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
@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
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@InProceedings{cremersOS04,
author = {Cremers, D.
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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
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@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}
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A variational approach to scene reconstruction and image segmentation from motion blur cues
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@InProceedings{favaroS04,
author = {Favaro, P.
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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}
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Scene and motion reconstruction from defocused and motion-blurred images via anisotropic diffusion
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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
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@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}
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Tracking deformable moving objects under severe occlusions
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@InProceedings{jacksonYS04,
author = {Jackson, J.
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and Soatto, S.},
title = {Tracking deformable moving objects under severe occlusions},
booktitle = {Proceedings of the IEEE Conference on Decision and Control},
year = {2004},
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volume = {3},
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Shedding light in stereoscopic segmentation
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@InProceedings{jinCYS04,
author = {Jin, H.
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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}
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Region-based segmentation on evolving surfaces with application to 3D shape and radiance estimation
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@InProceedings{jinYS04,
author = {Jin, H.
and Yezzi, A. J.
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title = {Region-based segmentation on evolving surfaces with application to 3D shape and radiance estimation},
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pages = {114--125}
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Integral Invariant Signatures
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@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}
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Simultaneous localization and mapping using multiple view feature descriptors
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@InProceedings{meltzerYGS04,
author = {Meltzer, J.
and Yang, M. S.
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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}
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Multiple view feature descriptors from image sequences via kernel principal component analysis
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@InProceedings{meltzerGS04,
author = {Meltzer, J.
and Yang, M.
and Gupta, R.
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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}
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Modeling and synthesis of facial motion driven by speech
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@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}
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2003Image-based modeling and synthesis of human gaits with subtleties
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@InProceedings{bissaccoSS03,
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title = {Image-based modeling and synthesis of human gaits with subtleties},
booktitle = {Proc. of the IFAC Symp. on System Identification (SYSID)},
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A pseudo distance for shape priors in level set segmentation
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A Generative Model Based Approach to Motion Segmentation
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month = {September},
pages = {313--320}
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A Variational Framework for Image Segmentation Combining Motion Estimation and Shape Regularization
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@InProceedings{cremersS03,
author = {Cremers, D.},
title = {A Variational Framework for Image Segmentation Combining Motion Estimation and Shape Regularization},
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month = {October},
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Towards Recognition-based Variational Segmentation Using Shape Priors and Dynamic Labeling
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author = {Cremers, D.
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title = {Towards Recognition-based Variational Segmentation Using Shape Priors and Dynamic Labeling},
booktitle = {International Conference on Scale-Space Theories in Computer Vision},
year = {2003},
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pages = {388--400}
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Multiphase Levelset Framework for Variational Motion Segmentation
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author = {Cremers, D.},
title = {Multiphase Levelset Framework for Variational Motion Segmentation},
booktitle = {International Conference on Scale-Space Theories in Computer Vision},
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pages = {599--614}
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Variational space-time motion segmentation
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@InProceedings{cremersS03ICCV,
author = {Cremers, D.
and Soatto, S.},
title = {Variational space-time motion segmentation},
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year = {2003},
month = {October},
volume = {2},
pages = {886--892}
}
@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}
}
@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}
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Dynamic texture segmentation
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@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}
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Editable dynamic textures
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@InProceedings{dorettoS03cvpr,
author = {Doretto, G.
and Soatto, S.},
title = {Editable dynamic textures},
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year = {2003},
month = {June},
volume = {2},
pages = {137--142}
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Shape representation via harmonic embedding
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@InProceedings{duciYMS03,
author = {Duci, A.
and Yezzi, A. J.
and Mitter, S. K.
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title = {Shape representation via harmonic embedding},
booktitle = {Proceedings of the International Conference on Computer Vision},
year = {2003},
month = {October},
volume = {1},
pages = {656--662}
}
@Article{favaroJS03,
author = {Favaro, P.
and Jin, H.
and Soatto, S.},
title = {A semi-direct approach to structure from motion},
journal = {The Visual Computer},
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Observing shape from defocused images
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@Article{favaroMS03,
author = {Favaro, P.
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title = {Observing shape from defocused images},
journal = {International Journal of Computer Vision},
year = {2003},
volume = {52},
number = {1},
pages = {25--43}
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On Exploiting occlusions in multiple view geometry
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@InProceedings{favaroDMS03,
author = {Favaro, P.
and Duci, A.
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title = {On Exploiting occlusions in multiple view geometry},
booktitle = {Proceedings of the International Conference on Computer Vision},
year = {2003},
month = {October},
volume = {1},
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3D shape from anisotropic diffusion
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@InProceedings{favaroSVO03cvpr,
author = {Favaro, P.
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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}
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Seeing beyond occlusions (and other marvels of a finite lens aperture)
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@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},
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Estimation of 3D surface shape and smooth radiance from 2D images: A level set approach
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@Article{jinYTCS03,
author = {Jin, H.
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and Tsai, R.
and Chen, L.
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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
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@InProceedings{jinSY03cvpr,
author = {Jin, H.
and Soatto, S.
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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}
}
@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}
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Region matching and tracking under deformations and occlusions
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@Inbook{soattoYD03,
author = {Soatto, S.
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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},
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Snippets of Identification Theory in Computer Vision
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Tales of shape and radiance in multiview stereo
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and Yezzi, A. J.
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booktitle = {Proceedings of the International Conference on Computer Vision},
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An algebraic geometric approach to the identification of a class of linear hybrid systems
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booktitle = {Proceedings of the IEEE Conference on Decision and Control},
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Observability of linear hybrid systems
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author = {Vidal, R.
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title = {Observability of linear hybrid systems},
booktitle = {Proc. of the Hybrid Systems Computation and Control},
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Mumford-Shah from segmentation to stereo
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@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}
}
@Article{yezziS03IJCV,
author = {Yezzi, A.
and Soatto, S.},
title = {Stereoscopic segmentation},
journal = {International Journal of Computer Vision},
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Deformotion: deforming motion, shape average and the joint segmentation and registration of images
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@Article{yezziS03IJCV2,
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title = {Deformotion: deforming motion, shape average and the joint segmentation and registration of images},
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Structure from motion for scenes without features
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author = {Yezzi, A. J.
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title = {Structure from motion for scenes without features},
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year = {2003},
month = {June},
volume = {1},
pages = {525--532}
}
2002
@InProceedings{bissaccoSS02,
author = {Bissacco, A.
and Saisan, P.},
title = {Modeling human gaits with subtleties},
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Structure from motion causally integrated over time
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@Article{chiusoFJS02,
author = {Chiuso, A.
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title = {Structure from motion causally integrated over time},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
year = {2002},
volume = {24},
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Towards unsupervised detection of actions in clutter
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author = {Cuzzolin, F.
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title = {Towards unsupervised detection of actions in clutter},
booktitle = {Proc. of the Asilomar Conference on Signals, Systems and Computers},
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pages = {463--467}
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Region matching with missing parts
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@InProceedings{duciYS02,
author = {Duci, A.
and Yezzi, A.
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title = {Region matching with missing parts},
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pages = {1--16}
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Learning shape from defocus
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author = {Favaro, P.
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Variational multiframe stereo in the presence of specular reflections
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title = {Variational multiframe stereo in the presence of specular reflections},
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A variational approach to shape from defocus
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title = {A variational approach to shape from defocus},
booktitle = {Proceedings of the European Conference on Computer Vision},
year = {2002},
volume = {2},
pages = {18--30}
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@InProceedings{kangCS02,
author = {Kang, S. H.
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title = {Inpainting from multiple views},
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A model (In)validation approach to gait recognition
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@InProceedings{mazzaroSCBS02,
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title = {A model (In)validation approach to gait recognition},
booktitle = {Proc. of International Conference on 3D Data Processing Visualization and Transmission},
year = {2002},
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Deformotion: deforming motion, shape average and the joint segmentation and registration of images
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@InProceedings{soattoY02,
author = {Soatto, S.
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title = {Deformotion: deforming motion, shape average and the joint segmentation and registration of images},
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Observability and identifiability of jump-linear systems
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author = {Vidal, R.
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title = {Observability and identifiability of jump-linear systems},
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year = {2002},
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A factorization method for 3D multi-body motion estimation and segmentation
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author = {Vidal, R.
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title = {A factorization method for 3D multi-body motion estimation and segmentation},
booktitle = {Proc. of the Allerton Conference on Signals and Systems},
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Segmentation of dynamic scenes from the multi-body fundamental matrix
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title = {Segmentation of dynamic scenes from the multi-body fundamental matrix},
booktitle = {Proc. of the Workshop on Analysis of Dynamic Scenes},
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Curve and Surface Evolution for Image Segmentation and Stereo Reconstruction Using the Mumford-Shah Functional
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author = {Yezzi, A.
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chapter = {Curve and Surface Evolution for Image Segmentation and Stereo Reconstruction Using the Mumford-Shah Functional},
title = {Mathematics and Multimedia},
year = {2002},
publisher = {IMA}
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2001Recognition of human gaits
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@InProceedings{bissaccoCMS01,
author = {Bissacco, A.
and Chiuso, A.
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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
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
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
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
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
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
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}
}
2000Conference 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
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
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.
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
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
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
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
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
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
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}
}
1999Euclidean reconstruction and reprojection up to subgroups
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}
}
1998A Lagrangian formulation of nonholonomic path following
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}
}
Optimal and suboptimal Structure from Motion
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.
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}
}
Reducing “Structure from Motion”: a general framework for dynamic vision. Part 2: Implementation and experimental assessment.
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}
}
Observability of shape from focus
In Proc. of the IEEE Conf. on Decision and Control.,
1998. (BibTeX)
@InProceedings{soatto98CDC,
author = {Soatto, S.},
title = {Observability of shape from focus},
booktitle = {Proc. of the IEEE Conf. on Decision and Control.},
year = {1998},
month = {December},
pages = {3251--3256}
}
1997Visual path following by recursive spline updating
In Proc. of the IEEE Conf. on Decision and Control,
1997. (BibTeX)
@InProceedings{frezzaPS97CDC,
author = {Frezza, R.
and Picci, G.
and Soatto, S.},
title = {Visual path following by recursive spline updating},
booktitle = {Proc. of the IEEE Conf. on Decision and Control},
year = {1997},
publisher = {IEEE Press},
pages = {1130--1136}
}
Recursive 3-D visual motion estimation using subspace constraints
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}
}
3-D structure from visual motion: modeling, representation and observability
In Automatica,
1997. (BibTeX)
@Article{soatto97,
author = {Soatto, S.},
title = {3-D structure from visual motion: modeling, representation and observability},
journal = {Automatica},
year = {1997},
volume = {33},
number = {7},
pages = {1287--1312}
}
1996
@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}
}
1995Dynamic rigid motion estimation from weak perspective
In Proceedings of the 5th International Conference on Computer Vision,
1995. (BibTeX)
@InProceedings{soattoP95ICCV,
author = {Soatto, S.
and Perona, P.},
title = {Dynamic rigid motion estimation from weak perspective},
booktitle = {Proceedings of the 5th International Conference on Computer Vision},
year = {1995},
month = {June},
address = {Cambridge -- MA},
pages = {321--328}
}
Structure from visual motion as a nonlinear observation problem
In Proceedings of the IFAC Symposium on Nonlinear Control Systems NOLCOS,
1995. (BibTeX)
@InProceedings{soattoFP95NOLCOS,
author = {Soatto, S.
and Frezza, R.
and Perona, P.},
title = {Structure from visual motion as a nonlinear observation problem},
booktitle = {Proceedings of the IFAC Symposium on Nonlinear Control Systems NOLCOS},
year = {1995},
month = {Tahoe City, June},
pages = {79--85}
}
@InProceedings{ursellaSP95,
author = {Ursella, E.
and Soatto, S.
and Perona, P.},
title = {Motion and pose estimation for articulated bodies},
booktitle = {European Control Conference},
year = {1995},
pages = {1}
}
1994Motion estimation on the essential manifold
In Proceedings of the 3$^rd$ European Conference on Computer Vision, J.-O. Eklundh (Ed.), LNCS-Series Vol. 800-801, Springer-Verlag,
1994. (BibTeX)
@InProceedings{soattoFP94,
author = {Soatto, S.
and Frezza, R.
and Perona, P.},
title = {Motion estimation on the essential manifold},
booktitle = {Proceedings of the 3\$^rd\$ European Conference on Computer Vision, J.-O. Eklundh (Ed.), LNCS-Series Vol. 800-801, Springer-Verlag},
year = {1994},
month = {Stockholm, May},
pages = {61}
}
Structure-independent visual motion control on the essential manifold
In Proc. of the IFAC Symposium on Robot Control (SYROCO), Capri, Italy,
1994. (BibTeX)
@InProceedings{soattoP94SYROCO,
author = {Soatto, S.
and Perona, P.},
title = {Structure-independent visual motion control on the essential manifold},
booktitle = {Proc. of the IFAC Symposium on Robot Control (SYROCO), Capri, Italy},
year = {1994},
month = {Sept.},
pages = {869--876}
}
Observability/identifiability of rigid motion under perspective projection
In Proceedings of the IEEE Conference on Decision and Control,
1994. (BibTeX)
@InProceedings{soatto94,
author = {Soatto, S.},
title = {Observability/identifiability of rigid motion under perspective projection},
booktitle = {Proceedings of the IEEE Conference on Decision and Control},
year = {1994},
month = {Dec.},
pages = {3235--3240}
}
Three dimensional transparent structure segmentation and multiple 3D motion estimation from monocular perspective image sequences
In IEEE Workshop on Motion of Nonrigid and Articulated Objects, Austin,
1994. (BibTeX)
@InProceedings{soattoP94MNAO,
author = {Soatto, S.
and Perona, P.},
title = {Three dimensional transparent structure segmentation and multiple 3D motion estimation from monocular perspective image sequences},
booktitle = {IEEE Workshop on Motion of Nonrigid and Articulated Objects, Austin},
year = {1994},
month = {nov},
pages = {228--235}
}
Motion estimation via dynamic vision
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1994. (BibTeX)
@InProceedings{soattoPFP94,
author = {Soatto, S.
and Perona, P.
and Frezza, R.
and Picci, G.},
title = {Motion estimation via dynamic vision},
booktitle = {Proceedings of the IEEE Conference on Decision and Control},
year = {1994},
month = {Dec.},
address = {Orlando},
pages = {3253--3258}
}
Recursive estimation of camera motion from uncalibrated image sequences
In Proceedings of the 1st IEEE Int. Conf. on Image Processing,
1994. (BibTeX)
@InProceedings{soattoP94ICIP_1,
author = {Soatto, S.
and Perona, P.},
title = {Recursive estimation of camera motion from uncalibrated image sequences},
booktitle = {Proceedings of the 1st IEEE Int. Conf. on Image Processing},
year = {1994},
month = {Austin, November},
pages = {58}
}
Dynamic visual motion estimation from subspace constraints
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1994. (BibTeX)
@InProceedings{soattoP94ICIP_2,
author = {Soatto, S.
and Perona, P.},
title = {Dynamic visual motion estimation from subspace constraints},
booktitle = {Proceedings of the 1st IEEE Int. Conf. on Image Processing},
year = {1994},
month = {Austin, November},
pages = {333}
}
1993Recursive motion and structure estimation with complete error characterization
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1993. (BibTeX)
@InProceedings{soattoPFP93,
author = {Soatto, S.
and Perona, P.
and Frezza, R.
and Picci, G.},
title = {Recursive motion and structure estimation with complete error characterization},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
year = {1993},
month = {June},
address = {New York},
pages = {428--433}
}
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