Nuno Vasconcelos

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Recognition in Ultrasound Videos: Where Am I?

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[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Scene Recognition on the Semantic Manifold.

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[DOI]

Roland Kwitt

Proceedings of the Computer Vision - ECCV 2012, 2012

Boosting algorithms for simultaneous feature extraction and selection.

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[DOI]

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

On the regularization of image semantics by modal expansion.

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[DOI]

José Costa Pereira

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

2011

Cost-Sensitive Boosting.

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[DOI]

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

Generalized Stauffer-Grimson background subtraction for dynamic scenes.

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[DOI]

Mach. Vis. Appl., 2011

Multiclass Boosting: Theory and Algorithms.

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[DOI]

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Maximum Covariance Unfolding : Manifold Learning for Bimodal Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Learning Pit Pattern Concepts for Gastroenterological Training.

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[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

TaylorBoost: First and second-order boosting algorithms with explicit margin control.

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[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Automatic initialization and tracking using attentional mechanisms.

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[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Biologically plausible detection of amorphous objects in the wild.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Adapted Gaussian models for image classification.

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[DOI]

Mandar Dixit

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

A Novel Approach to FRUC Using Discriminant Saliency and Frame Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Spatiotemporal Saliency in Dynamic Scenes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Boosting Classifier Cascades.

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[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

A biologically plausible network for the computation of orientation dominance.

[BibT_eX]

[DOI]

Kritika Muralidharan

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Variable margin losses for classifier design.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

A new approach to cross-modal multimedia retrieval.

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[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Risk minimization, probability elicitation, and cost-sensitive SVMs.

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[DOI]

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Motion vector refinement for FRUC using saliency and segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

On the design of robust classifiers for computer vision.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Anomaly detection in crowded scenes.

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[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Natural Image Statistics and Low-Complexity Feature Selection.

[BibT_eX]

[DOI]

Manuela Vasconcelos

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

Discriminant Saliency, the Detection of Suspicious Coincidences, and Applications to Visual Recognition.

[BibT_eX]

[DOI]

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

Layered Dynamic Textures.

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[DOI]

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

Decision-Theoretic Saliency: Computational Principles, Biological Plausibility, and Implications for Neurophysiology and Psychophysics.

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[DOI]

Neural Comput., 2009

Minimum Bayes error features for visual recognition.

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[DOI]

Image Vis. Comput., 2009

Bayesian Poisson regression for crowd counting.

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[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Holistic context modeling using semantic co-occurrences.

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[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Saliency-based discriminant tracking.

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[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Variational layered dynamic textures.

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[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Modeling, Clustering, and Segmenting Video with Mixtures of Dynamic Textures.

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[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

From Pixels to Semantic Spaces: Advances in Content-Based Image Retrieval.

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[DOI]

Computer, 2008

On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost.

[BibT_eX]

[DOI]

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

Image retrieval using query by contextual example.

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[DOI]

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Tumor Targeting for Lung Cancer Radiotherapy Using Machine Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

A systematic study of the role of context on image classification.

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[DOI]

Proceedings of the International Conference on Image Processing, 2008

Complex discriminant features for object classification.

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[DOI]

Proceedings of the International Conference on Image Processing, 2008

Object-Based Regions of Interest for Image Compression.

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[DOI]

Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

A study of query by semantic example.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Scene classification with low-dimensional semantic spaces and weak supervision.

[BibT_eX]

[DOI]

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

Background subtraction in highly dynamic scenes.

[BibT_eX]

[DOI]

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

Privacy preserving crowd monitoring: Counting people without people models or tracking.

[BibT_eX]

[DOI]

Zhang-Sheng John Liang

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

2007

Bridging the Gap: Query by Semantic Example.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2007

Supervised Learning of Semantic Classes for Image Annotation and Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

An Experimental Comparison of Three Guiding Principles for the Detection of Salient Image Locations: Stability, Complexity, and Discrimination.

[BibT_eX]

[DOI]

Proceedings of the Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint, 2007

The discriminant center-surround hypothesis for bottom-up saliency.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Asymmetric boosting.

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[DOI]

Proceedings of the Machine Learning, 2007

Direct convex relaxations of sparse SVM.

[BibT_eX]

[DOI]

Gert R. G. Lanckriet

Proceedings of the Machine Learning, 2007

High Detection-rate Cascades for Real-Time Object Detection.

[BibT_eX]

[DOI]

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

Bottom-up saliency is a discriminant process.

[BibT_eX]

[DOI]

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

Discriminant Interest Points are Stable.

[BibT_eX]

[DOI]

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

Classifying Video with Kernel Dynamic Textures.

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[DOI]

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

2006

Image Compression using Object-Based Regions of Interest.

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[DOI]

Proceedings of the International Conference on Image Processing, 2006

Single Image Superresolution Based on Support Vector Regression.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Weakly Supervised Top-down Image Segmentation.

[BibT_eX]

[DOI]

Manuela Vasconcelos

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

Query by Semantic Example.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005

A multiresolution manifold distance for invariant image similarity.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2005

Content-Based Image and Video Retrieval.

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[DOI]

Signal Process., 2005

A database centric view of semantic image annotation and retrieval.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Mixtures of Dynamic Textures.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Integrated Learning of Saliency, Complex Features, and Object Detectors from Cluttered Scenes.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Probabilistic Kernels for the Classification of Auto-Regressive Visual Processes.

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[DOI]

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Formulating Semantic Image Annotation as a Supervised Learning Problem.

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[DOI]

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Minimum Bayes Error Features for Visual Recognition by Sequential Feature Selection and Extraction.

[BibT_eX]

[DOI]

Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005

2004

Minimum probability of error image retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2004

On the efficient evaluation of probabilistic similarity functions for image retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2004

Discriminant Saliency for Visual Recognition from Cluttered Scenes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

The Kullback-Leibler Kernel as a Framework for Discriminant and Localized Representations for Visual Recognition.

[BibT_eX]

[DOI]

Purdy Ho

Proceedings of the Computer Vision, 2004

Scalable Discriminant Feature Selection for Image Retrieval and Recognition.

[BibT_eX]

[DOI]

Manuela Vasconcelos

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

2003

A Kullback-Leibler Divergence Based Kernel for SVM Classification in Multimedia Applications.

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[DOI]

Purdy Ho

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

A family of information-theoretic algorithms for low-complexity discriminant feature selection in image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

Feature Selection by Maximum Marginal Diversity: optimality and implications for visual recognition.

[BibT_eX]

[DOI]

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

2002

Feature Selection by Maximum Marginal Diversity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Exploiting group structure to improve retrieval accuracy and speed in image databases.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

What Is the Role of Independence for Visual Recognition?

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

2001

Empirical Bayesian Motion Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2001

Content-based retrieval from image databases: current solutions and future directions.

[BibT_eX]

[DOI]

Murat Kunt

Proceedings of the 2001 International Conference on Image Processing, 2001

On the Complexity of Probabilistic Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Image Indexing with Mixture Hierarchies.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000

Statistical models of video structure for content analysis and characterization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2000

Bayesian representations and learning mechanisms for content-based image retrieval.

[BibT_eX]

[DOI]

Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

Bayesian Video Shot Segmentation.

[BibT_eX]

[DOI]

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

A Unifying View of Image Similarity.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Feature Representations for Image Retrieval: Beyond the Color Histogram.

[BibT_eX]

[DOI]

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Learning Over Multiple Temporal Scales in Image Databases.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

A Probabilistic Architecture for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

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

1999

Learning from User Feedback in Image Retrieval Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1998

Learning Mixture Hierarchies.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Bayesian Modeling of Video Editing and Structure: Semantic Features for Video Summarization and Browsing.

[BibT_eX]

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

A Bayesian Framework for Content-Based Indexing and Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 1998

A Bayesian Framework for Semantic Content Characterization.

[BibT_eX]

[DOI]

Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

A Spatiotemporal Motion Model for Video Summarization.

[BibT_eX]

[DOI]

Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997

Multiresolution Tangent Distance for Affine-invariant Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Content-Based Pre-Indexed Video.

[BibT_eX]

[DOI]

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

Towards Semantically Meaningful Feature Spaces for the Characterization of Video Content.

[BibT_eX]

[DOI]

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

Pre and Post-Filtering for Low Bit-Rate Video Coding.

[BibT_eX]

[DOI]

Frédéric Dufaux

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

Library-based Coding: a Representation for Efficient Video Compression and Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 7th Data Compression Conference (DCC '97), 1997

Empirical Bayesian EM-based Motion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996

Frame-free video.

[BibT_eX]

[DOI]

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

1995

Spatiotemporal model-based optic flow estimation.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994

Library-based image coding.

[BibT_eX]

[DOI]