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2012
Detachable Object Detection: Segmentation and Depth Ordering From Short-Baseline Video A. Ayvaci and S. Soatto. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012. (PDF,BibTeX)
Actionable Saliency Detection: Independent Motion Detection Without Independent Motion Estimation G. Georgiadis, A. Ayvaci, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June 2012. (PDF,BibTeX)
Discovering Discriminative Action Parts from Mid-Level Video Representations M. Raptis, I. Kokkinos, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June 2012. (PDF,BibTeX)
Sparse Occlusion Detection with Optical Flow A. Ayvaci, M. Raptis, and S. Soatto. In International Journal of Computer Vision, May 2012. (PDF,BibTeX)
Scene-Aware Video Modeling and Compression G. Georgiadis and S. Soatto. In Data Compression Conference, April 2012. (PDF,BibTeX)
Information Gathering Control via Exploratory Path Planning L. Valente, R. Tsai, and S. Soatto. In Proceedings of the Conference on Information Sciences and Systems, March 2012. (PDF,BibTeX)
Fast Planar Object Detection and Tracking via Edgel Templates T. Lee and S. Soatto. In Proceedings of the IEEE Workshop on the Applications of Computer Vision (WACV), January 2012. (PDF,BibTeX)
2011
Multiple Instance Filtering K. Wnuk and S. Soatto. In Advances in Neural Information Processing Systems, December 2011. (PDF,BibTeX)
Edgel Templates for Fast Planar Object Detection and Pose Estimation T. Lee and S. Soatto. In Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, October 2011. (PDF,BibTeX)
Video-based Descriptors for Object Recognition T. Lee and S. Soatto. In Image and Vision Computing, September 2011. (PDF,BibTeX,Extended Technical Report)
Real-Time Classification of Dance Gestures from Skeleton Animation M. Raptis, D. Kirovski, and H. Hoppes. In Proceedings of the ACM SIGGRAPH/Eurographics symposium on Computer animation, August 2011. (PDF,BibTeX)
Detachable Object Detection with Efficient Model Selection A. Ayvaci and S. Soatto. In International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, July 2011. (PDF,BibTeX)
Multimodal Registration via Spatial-Context Mutual Information Z. Yi and S. Soatto. In Information Processing in Medical Imaging, July 2011. (PDF,BibTeX)
Biopsy Needle Detection in Transrectal Ultrasound A. Ayvaci, P. Yan, S. Xu, S. Soatto, and J. Kruecker. In Computerized Medical Imaging and Graphics, June 2011. (PDF,BibTeX)
Learning and Matching Multiscale Template Descriptors for Real-Time Detection, Localization and Tracking T. Lee and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June 2011. (PDF,BibTeX)
Visual-Inertial Navigation, Mapping and Localization: A Scalable Real-Time Causal Approach E. Jones and S. Soatto. In International Journal of Robotics Research, January 2011. (PDF,BibTeX)
Direct Sparse Deblurring Y. Lou, A. Bertozzi, and S. Soatto. In J. Math. Imaging and Vision, January 2011. (PDF,BibTeX)
A New Geometric Metric in the Space of Curves, and Applications to Tracking Deforming Objects by Prediction and Filtering G. Sundaramoorthi, A. Mennucci, S. Soatto, and A. J. Yezzi. In SIAM J. Imaging Sciences, January 2011. (PDF,BibTeX)
2010
Occlusion Detection and Motion Estimation with Convex Optimization A. Ayvaci, M. Raptis, and S. Soatto. In Advances in Neural Information Processing Systems, December 2010. (PDF,BibTeX)
Embedded Imagers: Detecting, Localizing and Recognizing Objects and Events in Natural Habitats T. Ko, J. Hyman, M. Hansen, S. Soatto, and D. Estrin. In Emerging Sensor Network Applications, November 2010. (PDF,BibTeX)
Analyzing Diving: A Dataset for Judging Action Quality K. Wnuk and S. Soatto. In Proceedings of The 2nd International Workshop on Video Event Categorization, Tagging and Retrieval (VECTaR2010), in conjunction with ACCV, November 2010. (PDF,BibTeX)
VLFeat - An open and portable library of computer vision algorithms A. Vedaldi and B. Fulkerson. In Proceedings of the 18th annual ACM international conference on Multimedia, October 2010. (PDF,BibTeX)
Earth Mover Distance on Superpixels S. Boltz, F. Nielsen, and S. Soatto. In Proceedings of the International Conference on Image Processing, September 2010. (PDF,BibTeX)
Texture Regimes for Entropy-Based Multiscale Image Analysis S. Boltz, F. Nielsen, and S. Soatto. In Proceedings of the European Conference on Computer Vision, September 2010. (PDF,BibTeX)
Really quick shift: Image segmentation on a GPU B. Fulkerson and S. Soatto. In Workshop on Computer Vision using GPUs, held with the European Conference on Computer Vision, September 2010. (PDF,BibTeX)
4D Computed Tomography Reconstruction from Few-Projection Data via Temporal Non-local Regularization X. Jia, Y. Lou, B. Dong, Z. Tian, and S. Jiang. In Medical Image Computing and Computer Assisted Intervention (MICCAI), September 2010. (PDF,BibTeX)
Cataloging birds in their natural habitat T. Ko, S. Soatto, D. Estrin, and A. Cenedese. In Proc. of the ICPR Workshop on Vision in Natural Environments, September 2010. (PDF,BibTeX)
Tracklet Descriptors for Action Modeling and Video Analysis M. Raptis and S. Soatto. In Proceedings of the European Conference on Computer Vision, September 2010. (PDF,BibTeX)
Warping Background Subtraction T. Ko, D. Estrin, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June 2010. (PDF,BibTeX)
Spike Train Driven Dynamical Models for Human Actions M. Raptis, K. Wnuk, and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June 2010. (PDF,BibTeX)
Curious Snakes: A Minimum-Latency Solution to the Cluttered Background Problem in Active Contours G. Sundaramoorthi, S. Soatto, and A. Yezzi. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, June 2010. (PDF,BibTeX)
Face verification across age progression using discriminative methods H. Ling, S. Soatto, N. Ramanathan, and D. Jacobs. In Transactions on Information Forensics and Security, March 2010. (PDF,BibTeX)
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)
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)
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)
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)
Actionable Information in Vision S. Soatto. In Proceedings of the International Conference on Computer Vision, October 2009. (PDF,BibTeX,Extended Technical Report)
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)
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)
Large Scale Visual Navigation and Community Map Building E. Jones and University of California at Los Angeles. June 2009. (PDF,BibTeX)
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)
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)
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)
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)
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)
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)
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)
Localizing Objects With Smart Dictionaries B. Fulkerson, A. Vedaldi, and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2008. (PDF,BibTeX)
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)
Enforcing Local Context into Shape Statistics B. W. Hong, S. Soatto, and L. Vese. In Advances in Computational Mathematics, 2008. (PDF,BibTeX)
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)
Background Subtraction With Distributions T. Ko, S. Soatto, and D. Estrin. In Proceedings of the European Conference on Computer Vision, 2008. (PDF,BibTeX)
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)
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)
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)
Visual detection and classification of humans, their pose, and their motion S. Soatto and A. Bissacco. In Homeland security, 2008. (PDF,BibTeX)
Invariant Representations and Learning for Computer Vision A. Vedaldi and University of California at Los Angeles. 2008. (PDF,BibTeX)
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)
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)
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)
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)
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)
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)
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)
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)
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)
Detecting Humans with Their Pose A. Bissacco, M. H. Yang, and S. Soatto. In Advances in Neural Information Processing Systems, 2007. (PDF,BibTeX)
From Dynamic Texture to Dynamic Shape and Appearance Models: An Overview G. Doretto and S. Soatto. In The Handbook of Texture Analysis, 2007. (BibTeX)
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)
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)
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)
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)
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)
Inertial structure from motion with autocalibration E. S. Jones, A. Vedaldi, and S. Soatto. In Workshop on Dynamical Vision, 2007. (PDF,BibTeX)
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)
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)
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)
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)
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)
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)
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)
On the distance between non-stationary time series S. Soatto. In Modeling, Estimation and Control, 2007. (PDF,BibTeX)
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)
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)
A Complexity-Distortion Approach to Joint Pattern Alignment A. Vedaldi and S. Soatto. In Advances in Neural Information Processing Systems, 2007. (PDF,BibTeX)
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)
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)
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)
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)
Hybrid dynamical models of human motion for gait recognition A. Bissacco and S. Soatto. In International Journal of Computer Vision, 2006. (BibTeX)
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)
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)
Dynamic Shape and Appearance Models G. Doretto and S. Soatto. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006. (PDF,BibTeX)
Region matching with missing parts A. Duci, A. Yezzi, S. Mitter, and S. Soatto. In Image and Vision Computing, 2006. (PDF,BibTeX)
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)
3-D Shape Estimation and Image Restoration: Exploiting Defocus and Motion Blur P. Favaro and S. Soatto. Springer Verlag, 2006. (BibTeX)
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)
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)
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)
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)
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)
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)
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)
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)
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)
Two-view multibody structure from motion R. Vidal, Y. Ma, S. Soatto, and S. Sastry. In International Journal of Computer Vision, 2006. (PDF,BibTeX)
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)
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)
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)
Motion competition: a variational approach to piecewise parametric motion segmentation D. Cremers and S. Soatto. In International Journal of Computer Vision, 2005. (PDF,BibTeX)
An Overview of Dynamic Textures G. Doretto and S. Soatto. In The Handbook of Mathematical Models in Computer Vision, 2005. (BibTeX)
Modeling dynamic scenes with active appearance G. Doretto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005. (PDF,BibTeX)
A geometric approach to shape from defocus P. Favaro and S. Soatto. In IEEE Transactions on Pattern Analysis and Machine Intelligence, 2005. (PDF,BibTeX)
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)
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)
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)
Layered active appearance models E. Jones and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2005. (PDF,BibTeX)
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)
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)
Conference on Computer Vision and Pattern Recognition C. Schmid, S. Soatto, and C. Tomas. IEEE Computer Society, 2005. (BibTeX)
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)
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)
2004
Gait recognition using dynamic affine invariants A. Bissacco, P. Saisan, and S. Soatto. In Proc. of the MTNS, 2004. (PDF,BibTeX)
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)
Spatially homogeneous dynamic textures G. Doretto, E. Jones, and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2004. (PDF,BibTeX)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
A Generative Model Based Approach to Motion Segmentation D. Cremers and A. Yuille. In German Conf. on Pattern Recognition (DAGM), 2003. (PDF,BibTeX)
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)
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)
Multiphase Levelset Framework for Variational Motion Segmentation D. Cremers. In International Conference on Scale-Space Theories in Computer Vision, 2003. (PDF,BibTeX)
Variational space-time motion segmentation D. Cremers and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2003. (PDF,BibTeX)
Dynamic textures G. Doretto, A. Chiuso, Y. Wu, and S. Soatto. In International Journal of Computer Vision, 2003. (PDF,BibTeX)
Towards plenoptic dynamic textures G. Doretto and S. Soatto. In Proc. of the Workshop on Textures 2003, 2003. (PDF,BibTeX)
Dynamic texture segmentation G. Doretto, D. Cremers, P. Favaro, and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2003. (PDF,BibTeX)
Editable dynamic textures G. Doretto and S. Soatto. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003. (PDF,BibTeX)
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)
A semi-direct approach to structure from motion P. Favaro, H. Jin, and S. Soatto. In The Visual Computer, 2003. (PDF,BibTeX)
Observing shape from defocused images P. Favaro, A. Mennucci, and S. Soatto. In International Journal of Computer Vision, 2003. (PDF,BibTeX)
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)
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)
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)
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)
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)
An invitation to 3D vision, from images to models Y. Ma, S. Soatto, J. Kosecka, and S. Sastry. Springer Verlag, 2003. (BibTeX)
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)
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)
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)
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)
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)
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)
Stereoscopic segmentation A. Yezzi and S. Soatto. In International Journal of Computer Vision, 2003. (PDF,BibTeX)
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)
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)
2002
Modeling human gaits with subtleties A. Bissacco and P. Saisan. In Workshop on Dynamic Scene Analysis, 2002. (PDF,BibTeX)
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)
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)
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)
Learning shape from defocus P. Favaro and S. Soatto. In Proceedings of the European Conference on Computer Vision, 2002. (PDF,BibTeX)
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)
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)
Inpainting from multiple views S. H. Kang, T. F. Chan, and S. Soatto. In Proc. of the Intl. Conf. 3DPVT, 2002. (PDF,BibTeX)
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)
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)
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)
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)
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)
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)
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)
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)
Real-time virtual object insertion P. Favaro, H. Jin, and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2001. (PDF,BibTeX)
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)
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)
Dynamic textures S. Soatto, G. Doretto, and Y. Wu. In Proceedings of the International Conference on Computer Vision, 2001. (PDF,BibTeX)
Stereoscopic segmentation A. Yezzi and S. Soatto. In Proceedings of the International Conference on Computer Vision, 2001. (PDF,BibTeX)
2000
Conference tracks advances in computer vision EE Times, http://www.eet.com/story/technology/OEG20000626S0073, 2000. (BibTeX)
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)
Monte Carlo filtering on Lie groups A. Chiuso and S. Soatto. In Proceedings of the IEEE Conference on Decision and Control, 2000. (PDF,BibTeX)
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)
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)
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)
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)
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 t http://vision.ucla.edu, 2000. (PDF,BibTeX)
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)
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)
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)
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)
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)
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)
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)
Observability of shape from focus S. Soatto. In Proc. of the IEEE Conf. on Decision and Control., 1998. (BibTeX)
1997
Visual path following by recursive spline updating R. Frezza, G. Picci, and S. Soatto. In Proc. of the IEEE Conf. on Decision and Control, 1997. (BibTeX)
Recursive 3-D visual motion estimation using subspace constraints S. Soatto and P. Perona. In International Journal of Computer Vision, 1997. (PDF,BibTeX)
3-D structure from visual motion: modeling, representation and observability S. Soatto. In Automatica, 1997. (BibTeX)
1996
Motion estimation via dynamic vision S. Soatto, R. Frezza, and P. Perona. In IEEE Transactions on Automatic Control, 1996. (PDF,BibTeX)
1995
Dynamic rigid motion estimation from weak perspective S. Soatto and P. Perona. In Proceedings of the 5th International Conference on Computer Vision, 1995. (BibTeX)
Structure from visual motion as a nonlinear observation problem S. Soatto, R. Frezza, and P. Perona. In Proceedings of the IFAC Symposium on Nonlinear Control Systems NOLCOS, 1995. (BibTeX)
Motion and pose estimation for articulated bodies E. Ursella, S. Soatto, and P. Perona. In European Control Conference, 1995. (BibTeX)
1994
Motion estimation on the essential manifold S. Soatto, R. Frezza, and P. Perona. In Proceedings of the 3$^rd$ European Conference on Computer Vision, J.-O. Eklundh (Ed.), LNCS-Series Vol. 800-801, Springer-Verlag, 1994. (BibTeX)
Structure-independent visual motion control on the essential manifold S. Soatto and P. Perona. In Proc. of the IFAC Symposium on Robot Control (SYROCO), Capri, Italy, 1994. (BibTeX)
Observability/identifiability of rigid motion under perspective projection S. Soatto. In Proceedings of the IEEE Conference on Decision and Control, 1994. (BibTeX)
Three dimensional transparent structure segmentation and multiple 3D motion estimation from monocular perspective image sequences S. Soatto and P. Perona. In IEEE Workshop on Motion of Nonrigid and Articulated Objects, Austin, 1994. (BibTeX)
Motion estimation via dynamic vision S. Soatto, P. Perona, R. Frezza, and G. Picci. In Proceedings of the IEEE Conference on Decision and Control, 1994. (BibTeX)
Recursive estimation of camera motion from uncalibrated image sequences S. Soatto and P. Perona. In Proceedings of the 1st IEEE Int. Conf. on Image Processing, 1994. (BibTeX)
Dynamic visual motion estimation from subspace constraints S. Soatto and P. Perona. In Proceedings of the 1st IEEE Int. Conf. on Image Processing, 1994. (BibTeX)
1993
Recursive motion and structure estimation with complete error characterization S. Soatto, P. Perona, R. Frezza, and G. Picci. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 1993. (BibTeX) |
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