Vladimir Pavlovic

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Sparse Granger causality graphs for human action classification.

[BibT_eX]

[DOI]

Saehoon Yi

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Attribute rating for classification of visual objects.

[BibT_eX]

[DOI]

Jongpil Kim

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Analysis of Causality in Stock Market Data.

[BibT_eX]

[DOI]

Chathra Hendahewa

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Kernel Conditional Ordinal Random Fields for Temporal Segmentation of Facial Action Units.

[BibT_eX]

[DOI]

Ognjen Rudovic

Maja Pantic

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Dynamic Probabilistic CCA for Analysis of Affective Behaviour.

[BibT_eX]

[DOI]

Mihalis A. Nicolaou

Maja Pantic

Proceedings of the Computer Vision - ECCV 2012, 2012

Multi-output Laplacian dynamic ordinal regression for facial expression recognition and intensity estimation.

[BibT_eX]

[DOI]

Ognjen Rudovic

Maja Pantic

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Structured Learning for Multiple Object Tracking.

[BibT_eX]

[DOI]

Wang Yan

Xiaoye Han

Proceedings of the British Machine Vision Conference, 2012

2011

Prediction of Protein Functions with Gene Ontology and Interspecies Protein Homology Data.

[BibT_eX]

[DOI]

Antonina Mitrofanova

Bud Mishra

IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Central Subspace Dimensionality Reduction Using Covariance Operators.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Sequence classification via large margin hidden Markov models.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2011

Learning Hypergraph Labeling for Feature Matching

[BibT_eX]

[DOI]

Toufiq Parag

Ahmed M. Elgammal

CoRR, 2011

Recipe Generation from Small Samples: Incorporating an Improved Weighted Kernel Regression with Correlation Factor.

[BibT_eX]

[DOI]

Proceedings of the Software Engineering and Computer Systems, 2011

A Belief Propagation algorithm for bias field estimation and image segmentation.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

An efficient IP approach to constrained multiple face tracking and recognition.

[BibT_eX]

[DOI]

Andre Cohen

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Isotonic CCA for sequence alignment and activity recognition.

[BibT_eX]

[DOI]

Shahriar Shariat

Proceedings of the IEEE International Conference on Computer Vision, 2011

Digital Logic Simulator.

[BibT_eX]

[DOI]

Proceedings of the Second Eastern European Regional Conference on the Engineering of Computer Based Systems, 2011

2010

Baselines for Image Annotation.

[BibT_eX]

[DOI]

Ameesh Makadia

Sanjiv Kumar

Int. J. Comput. Vis., 2010

Efficient motif finding algorithms for large-alphabet inputs.

[BibT_eX]

[DOI]

BMC Bioinform., 2010

Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Hidden Conditional Ordinal Random Fields for Sequence Classification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Spatial Representation for Efficient Sequence Classification.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Reinforcement Learning for Robust and Efficient Real-World Tracking.

[BibT_eX]

[DOI]

Andre Cohen

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Structured Output Ordinal Regression for Dynamic Facial Emotion Intensity Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

A Non-linear Function Approximation from Small Samples Based on Nadaraya-Watson Kernel Regression.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Computational Intelligence, 2010

2009

Discriminative Learning for Dynamic State Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Covariance Operator Based Dimensionality Reduction with Extension to Semi-Supervised Settings.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Efficient alignment-free DNA barcode analytics.

[BibT_eX]

[DOI]

BMC Bioinform., 2009

Efficient use of unlabeled data for protein sequence classification: a comparative study.

[BibT_eX]

[DOI]

BMC Bioinform., 2009

Fast Motif Selection for Biological Sequences.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

2008

Boosted Bayesian network classifiers.

[BibT_eX]

[DOI]

Yushi Jing

Mach. Learn., 2008

Protein homology detection with biologically inspired features and interpretable statistical models.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2008

Scalable Algorithms for String Kernels with Inexact Matching.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Fast protein homology and fold detection with sparse spatial sample kernels.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A New Baseline for Image Annotation.

[BibT_eX]

[DOI]

Ameesh Makadia

Sanjiv Kumar

Proceedings of the Computer Vision, 2008

Dimensionality reduction using covariance operator inverse regression.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Face tracking and recognition with visual constraints in real-world videos.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

3D Human Motion Tracking Using Dynamic Probabilistic Latent Semantic Analysis.

[BibT_eX]

[DOI]

Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

Integrative Protein Function Transfer Using Factor Graphs and Heterogeneous Data Sources.

[BibT_eX]

[DOI]

Antonina Mitrofanova

Bud Mishra

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

On the Role of Local Matching for Efficient Semi-supervised Protein Sequence Classification.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

2007

A Graphical Model Framework for Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Applied Graph Theory in Computer Vision and Pattern Recognition, 2007

Outlier rejection in high-dimensional deformable models.

[BibT_eX]

[DOI]

Image Vis. Comput., 2007

Special issue on vision for human-computer interaction.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2007

Fast Kernel Methods for SVM Sequence Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Algorithms in Bioinformatics, 7th International Workshop, 2007

Shape Analysis Using Curvature-Based Descriptors and Profile Hidden Markov Models.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A recursive method for discriminative mixture learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

Conditional State Space Models for Discriminative Motion Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Embedded Profile Hidden Markov Models for Shape Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Discriminative Learning of Dynamical Systems for Motion Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Advanced Signal Processing Techniques for Bioinformatics.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2006

Protein classification using probabilistic chain graphs and the Gene Ontology structure.

[BibT_eX]

[DOI]

Steven Carroll

Bioinform., 2006

A tightly coupled region-shape framework for 3D medical image segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

A Profile Hidden Markov Model Framework for Modeling and Analysis of Shape.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Sparse Logistic Classifiers for Interpretable Protien Homology Detection.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Graphical Models for Human Motion Modelling.

[BibT_eX]

[DOI]

Proceedings of the Human Motion, Understanding, Modelling, Capture, and Animation [Dagstuhl Seminar, 11.06., 2006

Impact of Dynamics on Subspace Embedding and Tracking of Sequences.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Discriminative Learning of Mixture of Bayesian Network Classifiers for Sequence Classification.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005

Stochastic noise Process enhancement of Hopfield neural networks.

[BibT_eX]

[DOI]

Dan Schonfeld

Gary Friedman

IEEE Trans. Circuits Syst. II Express Briefs, 2005

Efficient discriminative learning of Bayesian network classifier via boosted augmented naive Bayes.

[BibT_eX]

[DOI]

Yushi Jing

Proceedings of the Machine Learning, 2005

Estimation of Human Figure Motion Using Robust Tracking of Articulated Layers.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

A Hybrid Framework for Image Segmentation Using Probabilistic Integration of Heterogeneous Constraints.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2004

A Hybrid Face Recognition Method using Markov Random Fields.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Model-Based Motion Clustering Using Boosted Mixture Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

A Graphical Model Framework for Coupling MRFs and Deformable Models.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Outlier Rejection in Deformable Model Tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003

Boosted learning in dynamic Bayesian networks for multimodal speaker detection.

[BibT_eX]

[DOI]

Proc. IEEE, 2003

Guest Editors' Introduction to the Special Section on Graphical Models in Computer Vision.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2003

RankGene: identification of diagnostic genes based on expression data.

[BibT_eX]

[DOI]

Bioinform., 2003

Discovering Clusters in Motion Time-Series Data.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002

A Bayesian framework for combining gene predictions.

[BibT_eX]

[DOI]

Simon Kasif

Bioinform., 2002

Bayesian Networks as Ensemble of Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Boosting and Structure Learning in Dynamic Bayesian Networks for Audio-Visual Speaker Detection.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000

Speech/Gesture Interface to a Visual-Computing Environment.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2000

Learning Switching Linear Models of Human Motion.

[BibT_eX]

[DOI]

John MacCormick

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Multimodal Speaker Detection Using Input/Output Dynamic Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimodal Interfaces, 2000

A Dynamic Bayesian Network Approach to Tracking Using Learned Switching Dynamic Models.

[BibT_eX]

[DOI]

Tat-Jen Cham

Proceedings of the Hybrid Systems: Computation and Control, Third International Workshop, 2000

Audio-Visual Speaker Detection Using Dynamic Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Multimodal Speaker Detection Using Error Feedback Dynamic Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Impact of Dynamic Model Learning on Classification of Human Motion.

[BibT_eX]

[DOI]

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999

Dynamic Bayesian Networks for Information Fusion With Applications to Human-Computer Interfaces

[BibT_eX]

[DOI]

PhD thesis, 1999

An integrated framework for adaptive subband image coding.

[BibT_eX]

[DOI]

Pierre Moulin

Kannan Ramchandran

IEEE Trans. Signal Process., 1999

Variational Learning in Mixed-State Dynamic Graphical Models.

[BibT_eX]

[DOI]

Brendan J. Frey

Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

A Dynamic Bayesian Network Approach to Figure Tracking using Learned Dynamic Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer Vision, 1999

Time-Series Classification Using Mixed-State Dynamic Bayesian Networks.

[BibT_eX]

[DOI]

Brendan J. Frey

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998

Toward multimodal human-computer interface.

[BibT_eX]

[DOI]

Rajeev Sharma

Vladimir I. Pavlovic

Proc. IEEE, 1998

Multimodal Tracking and Classification of Audio-Visual Features.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997

Visual Interpretation of Hand Gestures for Human-Computer Interaction: A Review.

[BibT_eX]

[DOI]

Rajeev Sharma

IEEE Trans. Pattern Anal. Mach. Intell., 1997

Integration of Audio/Visual Information for Use in Human-Computer Intelligent Interaction.

[BibT_eX]

[DOI]

G. A. Berry

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

A Visual Computing Environment for Very Large Scale Biomolecular Modeling.

[BibT_eX]

[DOI]

Proceedings of the 1997 International Conference on Application-Specific Systems, 1997

1996

Speech/gesture interface to a visual computing environment for molecular biologists.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Pattern Recognition, 1996

Transform image coding based on joint adaptation of filter banks and tree structures.

[BibT_eX]

[DOI]

Pierre Moulin

Kannan Ramchandran

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Invited Speech: "Gestural Interface to a visual computing Environment for Molecular biologists".

[BibT_eX]

[DOI]

Rajeev Sharma