Barbara Caputo

CoRR, 2016

Active Learning for Online Recognition of Human Activities from Streaming Videos.

[BibT_eX]

[DOI]

CoRR, 2016

Leveraging over intact priors for boosting control and dexterity of prosthetic hands by amputees.

[BibT_eX]

[DOI]

Valentina Gregori

CoRR, 2016

Learning the Roots of Visual Domain Shift.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

When Naïve Bayes Nearest Neighbors Meet Convolutional Neural Networks.

[BibT_eX]

[DOI]

Fabio Maria Carlucci

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Where Are We After Five Editions?: Robot Vision Challenge, a Competition that Evaluates Solutions for the Visual Place Classification Problem.

[BibT_eX]

[DOI]

Miguel Cazorla

Henrik Iskov Christensen

Ismael García-Varea

IEEE Robotics Autom. Mag., 2015

When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks.

[BibT_eX]

[DOI]

Fabio Maria Carlucci

CoRR, 2015

Towards Learning Free Naive Bayes Nearest Neighbor-Based Domain Adaptation.

[BibT_eX]

[DOI]

Faraz Saeedan

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Transfer Learning Through Greedy Subset Selection.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

A Deeper Look at Dataset Bias.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 37th German Conference, 2015

2014

Learning Categories From Few Examples With Multi Model Knowledge Transfer.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Stable myoelectric control of a hand prosthesis using non-linear incremental learning.

[BibT_eX]

[DOI]

Arjan Gijsberts

Rashida Bohra

David Sierra González

Frontiers Neurorobotics, 2014

Proceedings of the first workshop on Peripheral Machine Interfaces: going beyond traditional surface electromyography.

[BibT_eX]

[DOI]

Frontiers Neurorobotics, 2014

A Testbed for Cross-Dataset Analysis.

[BibT_eX]

[DOI]

Tinne Tuytelaars

CoRR, 2014

Multi-source Adaptive Learning for Fast Control of Prosthetics Hand.

[BibT_eX]

[DOI]

Novi Patricia

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

Scene Recognition with Naive Bayes Non-linear Learning.

[BibT_eX]

[DOI]

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

Classification of hand movements in amputated subjects by sEMG and accelerometers.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Natural control capabilities of robotic hands by hand amputated subjects.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective.

[BibT_eX]

[DOI]

Novi Patricia

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Overview of the ImageCLEF 2014 Domain Adaptation Task.

[BibT_eX]

[DOI]

Novi Patricia

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

ImageCLEF 2014: Overview and Analysis of the Results.

[BibT_eX]

[DOI]

Neda Barzegar Marvasti

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014

2013

Improving Control of Dexterous Hand Prostheses Using Adaptive Learning.

[BibT_eX]

[DOI]

IEEE Trans. Robotics, 2013

Exploiting accelerometers to improve movement classification for prosthetics.

[BibT_eX]

[DOI]

Arjan Gijsberts

Proceedings of the IEEE 13th International Conference on Rehabilitation Robotics, 2013

Frustratingly Easy NBNN Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

From N to N+1: Multiclass Transfer Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Overview of the ImageCLEF 2013 Robot Vision Task.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

ImageCLEF 2013: The Vision, the Data and the Open Challenges.

[BibT_eX]

[DOI]

Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013

Multiclass Latent Locally Linear Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2013

2012

Towards a Quantitative Measure of Rareness.

[BibT_eX]

[DOI]

Proceedings of the Detection and Identification of Rare Audiovisual Cues, 2012

DIRAC: Detection and Identification of Rare Audio-Visual Events.

[BibT_eX]

[DOI]

Proceedings of the Detection and Identification of Rare Audiovisual Cues, 2012

Multi Kernel Learning with Online-Batch Optimization.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2012

On the challenge of classifying 52 hand movements from surface electromyography.

[BibT_eX]

[DOI]

Arjan Gijsberts

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Baseline Multimodal Place Classifier for the 2012 Robot Vision Task.

[BibT_eX]

[DOI]

Ismael García-Varea

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Overview of the ImageCLEF 2012 Robot Vision Task.

[BibT_eX]

[DOI]

Ismael García-Varea

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Leveraging over prior knowledge for online learning of visual categories.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2012

Indoor Scene Recognition using Task and Saliency-driven Feature Pooling.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2012

Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

Using Object Affordances to Improve Object Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Auton. Ment. Dev., 2011

Towards semi-supervised learning of semantic spatial concepts.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Transferring activities: Updating human behavior analysis.

[BibT_eX]

[DOI]

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

Multiclass transfer learning from unconstrained priors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

A Large-Scale Database of Images and Captions for Automatic Face Naming.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2011

2010

Guest Editorial Representations and Architectures for Cognitive Systems.

[BibT_eX]

[DOI]

IEEE Trans. Auton. Ment. Dev., 2010

A realistic benchmark for visual indoor place recognition.

[BibT_eX]

[DOI]

Patric Jensfelt

Robotics Auton. Syst., 2010

On-line independent support vector machines.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

The more you learn, the less you store: Memory-controlled incremental SVM for visual place recognition.

[BibT_eX]

[DOI]

Image Vis. Comput., 2010

Classifying materials in the real world.

[BibT_eX]

[DOI]

Image Vis. Comput., 2010

Learning methods for melanoma recognition.

[BibT_eX]

[DOI]

Elisabetta La Torre

Int. J. Imaging Syst. Technol., 2010

Multi-modal Semantic Place Classification.

[BibT_eX]

[DOI]

Int. J. Robotics Res., 2010

Object recognition using visuo-affordance maps.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Overview of the ImageCLEF@ICPR 2010 Robot Vision Track.

[BibT_eX]

[DOI]

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

Safety in numbers: Learning categories from few examples with multi model knowledge transfer.

[BibT_eX]

[DOI]

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

Online-batch strongly convex Multi Kernel Learning.

[BibT_eX]

[DOI]

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

OM-2: An online multi-class Multi-Kernel Learning algorithm Luo Jie.

[BibT_eX]

[DOI]

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

The Robot Vision Track at ImageCLEF 2010.

[BibT_eX]

[DOI]

Proceedings of the CLEF 2010 LABs and Workshops, 2010

A Multi Cue Discriminative Approach to Semantic Place Classification.

[BibT_eX]

[DOI]

Proceedings of the CLEF 2010 LABs and Workshops, 2010

The Robot Vision Task.

[BibT_eX]

[DOI]

Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009

Bounded Kernel-Based Online Learning.

[BibT_eX]

[DOI]

Joseph Keshet

J. Mach. Learn. Res., 2009

COLD: The CoSy Localization Database.

[BibT_eX]

[DOI]

Int. J. Robotics Res., 2009

Who's Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation.

[BibT_eX]

[DOI]

Jayashree Kalpathy-Cramer

Vittorio Ferrari

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Overview of the First Workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009.

[BibT_eX]

[DOI]

Henning Müller

Tanveer Fathima Syeda-Mahmood

Fei Wang

Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2009

You live, you learn, you forget: Continuous learning of visual places with a forgetting mechanism.

[BibT_eX]

[DOI]

Muhammad Muneeb Ullah

Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Model adaptation with least-squares SVM for adaptive hand prosthetics.

[BibT_eX]

[DOI]

Claudio Castellini

Angelo Emanuele Fiorilla

Giulio Sandini

Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Towards a Theoretical Framework for Learning Multi-modal Patterns for Embodied Agents.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2009

Overview of the CLEF 2009 Medical Image Annotation Track.

[BibT_eX]

[DOI]

Thomas Martin Deserno

Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

Overview of the CLEF 2009 Robot Vision Track.

[BibT_eX]

[DOI]

Li Xing

Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

Overview of the CLEF 2009 Robot Vision Track.

[BibT_eX]

[DOI]

Patric Jensfelt

Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

The More You Know, the Less You Learn: From Knowledge Transfer to One-shot Learning of Object Categories.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2009

An Online Framework for Learning Novel Concepts over Multiple Cues.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2009

2008

Discriminative cue integration for medical image annotation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

Object Category Detection Using Audio-Visual Cues.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Towards robust place recognition for robot localization.

[BibT_eX]

[DOI]

Muhammad Muneeb Ullah

Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

SVM-based discriminative accumulation scheme for place recognition.

[BibT_eX]

[DOI]

Óscar Martínez Mozos

Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

The projectron: a bounded kernel-based Perceptron.

[BibT_eX]

[DOI]

Joseph Keshet

Proceedings of the Machine Learning, 2008

The DIRAC AWEAR audio-visual platform for detection of unexpected and incongruent events.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Multimodal Interfaces, 2008

CLEF2008 Image Annotation Task: an SVM Confidence-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

An SVM Confidence-Based Approach to Medical Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007

Local velocity-adapted motion events for spatio-temporal recognition.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2007

Confidence-based cue integration for visual place recognition.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

Incremental learning for place recognition in dynamic environments.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

CLEF2007: Image Annotation Task: an SVM-based Cue Integration Approach.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Cue Integration for Medical Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

2006

A spin glass model of a Markov random field.

[BibT_eX]

[DOI]

Int. J. Imaging Syst. Technol., 2006

Kernel Methods for Melanoma Recognition.

[BibT_eX]

[DOI]

Proceedings of the Ubiquity: Technologies for Better Health in Aging Societies, 2006

A Discriminative Approach to Robust Visual Place Recognition.

[BibT_eX]

[DOI]

Patric Jensfelt

Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Melanoma Recognition Using Representative and Discriminative Kernel Classifiers.

[BibT_eX]

[DOI]

Elisabetta La Torre

Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006

2005

Integrating Representative and Discriminative Models for Object Category Detection.

[BibT_eX]

[DOI]

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

Class-Specific Material Categorisation.

[BibT_eX]

[DOI]

Eric Hayman

P. Mallikarjuna

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

2004

A new kernel method for object recognition:spin glass-Markov random fields.

[BibT_eX]

[DOI]

PhD thesis, 2004

Recognizing Human Actions: A Local SVM Approach.

[BibT_eX]

[DOI]

Christian Schüldt

Ivan Laptev

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

Object Categorization via Local Kernels.

[BibT_eX]

[DOI]

Christian Wallraven

Maria-Elena Nilsback

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

On the Significance of Real-World Conditions for Material Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2004

Cue Integration through Discriminative Accumulation.

[BibT_eX]

[DOI]

Maria-Elena Nilsback

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

2003

Recognition with Local Features: the Kernel Recipe.

[BibT_eX]

[DOI]

Christian Wallraven

Arnulf B. A. Graf

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002

An Ultrametric Approach to Object Recognition.

[BibT_eX]

Gyuri Dorkó

Proceedings of the 7th International Fall Workshop on Vision, Modeling, and Visualization, 2002

Combining Color and Shape Information for Appearance-Based Object Recognition Using Ultrametric Spin Glass-Markov Random Fields.

[BibT_eX]

[DOI]

Gyuri Dorkó

Proceedings of the Pattern Recognition with Support Vector Machines, 2002

How to Combine Color and Shape Information for 3D Object Recognition: Kernels do the Trick.

[BibT_eX]

[DOI]

Gyuri Dorkó

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

Microcalcification Detection Using a Kernel Bayes Classifier.

[BibT_eX]

[DOI]

Elisabetta La Torre

Giovanni E. Gigante

Proceedings of the Medical Data Analysis, Third International Symposium, 2002

To Each According to its Need: Kernel Class Specific Classifiers.

[BibT_eX]

[DOI]

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

Robust Appearance-Based Object Recognition Using a Fully Connected Markov Random Field.

[BibT_eX]

[DOI]

Sahla Bouattour

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

Storage Capacity of Kernel Associative Memories.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

2001

A Novel Probabilistic Model for 3D Object Recognition: Spin-Glass Markov Random Fields.

[BibT_eX]

[DOI]

Sahla Bouattour

Dietrich Paulus

Proceedings of the 6th International Fall Workshop on Vision, Modeling, and Visualization, 2001

Digital mammography: a weak continuity texture representation for detection of microcalcifications.

[BibT_eX]

[DOI]

Giovanni E. Gigante

Proceedings of the Medical Imaging 2001: Image Processing, 2001

2000

Digital Mammography: Gabor Filters for Detection of Microcalcifications.

[BibT_eX]