Elisa Ricci

Gaowen Liu

IEEE Trans. Image Process., 2014

Evaluation of non-geometric methods for visual odometry.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2014

Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images.

[BibT_eX]

[DOI]

Anoop Kolar Rajagopal

Radu L. Vieriu

Kalpathi Ramakrishnan

Int. J. Comput. Vis., 2014

We are not All Equal: Personalizing Models for Facial Expression Analysis with Transductive Parameter Transfer.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

A Multi-task Learning Framework for Time-continuous Emotion Estimation from Crowd Annotations.

[BibT_eX]

[DOI]

Mojtaba Khomami Abadi

Azad Abad

Negar Rostamzadeh

Jagannadan Varadarajan

Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

Personalizing vision-based gestural interfaces for HRI with UAVs: a transfer learning approach.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Simultaneous Ground Metric Learning and Matrix Factorization with Earth Mover's Distance.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Evaluating Multi-task Learning for Multi-view Head-Pose Classification in Interactive Environments.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition.

[BibT_eX]

[DOI]

Gaowen Liu

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Unsupervised Domain Adaptation for Personalized Facial Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimodal Interaction, 2014

It's all about habits: Exploiting multi-task clustering for activities of daily living analysis.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Learning Contours for Automatic Annotations of Mountains Pictures on a Smartphone.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Distributed Smart Cameras, 2014

Exploiting transfer learning for personalized view invariant gesture recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Personalizing a smartwatch-based gesture interface with transfer learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

Recognizing Daily Activities from First-Person Videos with Multi-task Clustering.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

A Prototype Learning Framework Using EMD: Application to Complex Scenes Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Automated defect detection in uniform and structured fabrics using Gabor filters and PCA.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2013

A smart watch-based gesture recognition system for assisting people with visual impairments.

[BibT_eX]

[DOI]

Proceedings of the 3rd ACM international workshop on Interactive multimedia on mobile & portable devices, 2013

A transfer learning approach for multi-cue semantic place recognition.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Multi-task linear discriminant analysis for multi-view action recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

No Matter Where You Are: Flexible Graph-Guided Multi-task Learning for Multi-view Head Pose Classification under Target Motion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

A discriminative approach for appearance based loop closing.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Enhanced semantic descriptors for functional scene categorization.

[BibT_eX]

[DOI]

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

A Multiple Kernel Learning framework for detecting altered fingerprints.

[BibT_eX]

[DOI]

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

Boosting-based transfer learning for multi-view head-pose classification from surveillance videos.

[BibT_eX]

[DOI]

Radu L. Vieriu

Anoop Kolar Rajagopal

Kalpathi Ramakrishnan

Proceedings of the 20th European Signal Processing Conference, 2012

Exploiting Sparse Representations for Robust Analysis of Noisy Complex Video Scenes.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

An Adaptation Framework for Head-Pose Classification in Dynamic Multi-view Scenarios.

[BibT_eX]

[DOI]

Anoop Kolar Rajagopal

Radu L. Vieriu

Kalpathi Ramakrishnan

Proceedings of the Computer Vision, 2012

2011

Sorting Atomic Activities for Discovering Spatio-temporal Patterns in Dynamic Scenes.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Earth mover's prototypes: A convex learning approach for discovering activity patterns in dynamic scenes.

[BibT_eX]

[DOI]

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

2010

Space speaks: towards socially and personality aware visual surveillance.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis, 2010

Tracking Multiple People with Illumination Maps.

[BibT_eX]

[DOI]

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

Learning Pedestrian Trajectories with Kernels.

[BibT_eX]

[DOI]

Francesco Tobia

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

2009

Learning large margin likelihoods for realtime head pose tracking.

[BibT_eX]

[DOI]

Jean-Marc Odobez

Proceedings of the International Conference on Image Processing, 2009

Dynamic Partitioned Sampling For Tracking With Discriminative Features.

[BibT_eX]

[DOI]

Stefan Duffner

Jean-Marc Odobez

Proceedings of the British Machine Vision Conference, 2009

2008

Large Margin Methods for Structured Output Prediction.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence Paradigms, Innovative Applications, 2008

Support Vector Machines.

[BibT_eX]

[DOI]

Nello Cristianini

Proceedings of the Encyclopedia of Algorithms - 2008 Edition, 2008

Recurrent Correlation Associative Memories: A Feature Space Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

2007

Retinal Blood Vessel Segmentation Using Line Operators and Support Vector Classification.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2007

Cellular Neural Networks With Virtual Template Expansion for Retinal Vessel Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2007

Learning to Align: A Statistical Approach.

[BibT_eX]

[DOI]

Tijl De Bie

Nello Cristianini

Proceedings of the Advances in Intelligent Data Analysis VII, 2007

Discriminative Sequence Labeling by Z-Score Optimization.

[BibT_eX]

[DOI]

Tijl De Bie

Nello Cristianini

Proceedings of the Machine Learning: ECML 2007, 2007

2006

Analog neural network for support vector machine learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2006

Associative Memory Design Using Support Vector Machines.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2006

SVM-based CDMA receiver with incremental active learning.

[BibT_eX]

[DOI]

Luca Rugini

Neurocomputing, 2006

Improved pruning strategy for radial basis function networks with dynamic decay adjustment.

[BibT_eX]

[DOI]

Neurocomputing, 2006

Reduced complexity RBF classifiers with support vector centres and dynamic decay adjustment.

[BibT_eX]

[DOI]