Keywords:
- Bounded Support Set
- discriminative learning
- Discriminative Methods
- domain adaptation
- Indoor Scene Recognition
- Kernel Methods
- Latent SVM
- Locally Linear Support Vector Machines
- LSSVM
- ML3
- multiclass
- multiclass classification
- Naive Bayes Nearest Neighbor
- Non-Linear Classification
- online learning
- Place recognition
- robot localization
- robot vision
- Scene Recognition
- Stochastic Majorization Minimization
- support vector machines
- transfer learning
Publications of Barbara Caputo sorted by title
A
| A Deeper Look at Dataset Bias, , , and , in: German Conference on Pattern Recognition, Aachen, Germany, pages 504–516, Springer International Publishing, 2015 |
[DOI] |
| A Discriminative Approach to Robust Visual Place Recognition, , , and , in: IEEE International Conference on Intelligent RObot Systems (IROS), 2006 |
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| A Large-Scale Database of Images and Captions for Automatic Face Naming, , , and , Idiap-RR-26-2011 |
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| A Large-Scale Database of Images and Captions for Automatic Face Naming, , , and , in: Proceedings of the 22nd British Machine Vision Conference, 2011 |
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| A Multi Cue Discriminative Approach to Semantic Place Classification, , and , in: CLEF 2010 Notebook Papers/LABs/Workshops, 2010 |
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| A theoretical framework for transfer of knowledge across modalities in artificial and cognitive systems, , , and , in: International Conference on Developmental Learning, 2009 |
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| An online framework for learning novel concepts over multiple cues, , and , in: Proceeding of The 9th Asian Conference on Computer Vision, Xi'an, China, 2009 |
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| An SVM Confidence-Based Approach to Medical Image Annotation, , and , in: Workshop of the Cross-Language Evaluation Forum, 2008 |
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B
| Baseline Multimodal Place Classifier for the 2012 Robot Vision Task, , and , in: Working Notes of the ImageCLEF 2012 Laboratory, 2012 |
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| Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer, , , and , in: Asian Conference on Computer Vision, 2012 |
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| Biologically Motivated Audio-Visual Cue Integration for Object, , , , , , , , and , in: Proceedings of the first Internatinal Conference on Cognitive Systems, 2008 |
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| Bounded kernel-based perceptrons, , and , in: Journal of Machine Learning Research, Accepted for pub, 2009 |
| Building the NinaPro Database: a Resource for the Biorobotics Community, , , , , , , , and , in: Proceedings of the Fourth IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, 2012 |
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C
| Characterization of a Benchmark Database for Myoelectric Movement Classification, , , , , , , , and , in: Transactions on Neural Systems and Rehabilitation Engineering, 23:73-83, 2014 |
[DOI] |
| Class specific object recognition using kernel Gibbs distributions, , in: ELectronic Letters on Computer vision and Image Analysis, 7(2), 2008 |
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| Classifying Material in the Real World, , , and , in: Image and vision Computing, accepted for pub, 2009 |
| Classifying Materials in the Real World, , , and , Idiap-RR-69-2007 |
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| CLEF2007 Image Annotation Task: an SVM-based Cue Integration Approach, , and , in: Proceedings of ImageCLEF 2007 -LNCS, 2007 |
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| CLEF2008 Image Annotation Task: an SVM Confidence-Based Approach, , and , Idiap-RR-77-2008 |
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| COLD: The COsy Localization Database, and , in: International Journal of Robotics Research, 28(5), 2009 |
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| Confidence-based Cue Integration for Visual Place Recognition, and , in: IEEE International Conference on Intelligent RObot Systems (IROS), 2007 |
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| Confidence-based Cue Integration for Visual Place Recognition, and , Idiap-RR-17-2007 |
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| Cue Integration for Medical Image Annotation, , and , in: Advances in Multilingual and Multimodal Information Retrieval: 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers, Springer-Verlag, 2008 |
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| Cue integration through discriminative accumulation, and , in: International Conference on Computer Vision and Pattern Recognition, 2004 |
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D
| Discriminative Cue Integration for Medical Image Annotation, , and , Idiap-RR-64-2007 |
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| Discriminative cue integration for medical image annotation, , and , in: Pattern Recognition Letters, 2008 |
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E
| Experiences in the Creation of an Electromyography Database to Help Hand Amputated Persons, , , , , , and , in: Proceedings of the 24th European Medical Informatics Conference, 2012 |
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| Exploiting Accelerometers to Improve Movement Classification for Prosthetics, and , in: International Conference on Rehabilitation Robotics, 2013 |
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F
| From N to N+1: Multiclass Transfer Incremental Learning, , and , in: Proceedings of the Conference on Computer Vision and Pattern Recognition, 2013 |
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I
| Improving Control of Dexterous Hand Prostheses Using Adaptive Learning, , , and , in: IEEE TRANSACTIONS ON ROBOTICS, 2012 |
[DOI] |
| Improving Control of Dexterous Hand Prostheses Using Adaptive Learning, , , and , Idiap-RR-07-2012 |
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| Incremental Learning for Place Recognition in Dynamic Environments, , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS07), 2007 |
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| Incremental Learning for Place Recognition in Dynamic Environments, , , and , Idiap-RR-52-2006 |
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| Indoor Place Recognition using Online Independent Support Vector Machines, , , , and , in: 18th British Machine Vision Conference (BMVC07), 2007 |
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| Indoor Scene Recognition using Task and Saliency-driven Feature Pooling, and , in: Proceedings of the British Machine Vision Conference, Guildford, UK, 2012 |
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K
| Kernel Methods for Melanoma Recognition, , and , in: Medical Informatics in Europe (MIE), 2006 |
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| Kernel Methods for Melanoma Recognition, , and , in: Proceedings of Workshop on Computer Vision Approaches to Medical Image Analysis (CVAMIA) 2006), 2006 |
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L
| Learning Categories from Few Examples with Multi Model Knowledge Transfer, , and , Idiap-RR-16-2013 |
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| Learning from Images with Captions Using the Maximum Margin Set Algorithm, , , and , Idiap-RR-30-2011 |
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