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Caputo, B.    

Firstname:B. 
Surname:Caputo 
Email: 
Institute: 
Homepage: 

28 publications (0 read)

12 Keywords relate to this author

IM2.AP
IM2.BMI
IM2.DMA
IM2.MCR
IM2.MPR
IM2.MPR.HMI
IM2.VP
IM2.VP.HMI
Joint publication
Report_VI
Report_VII
Report_VIII




Publications as Author



2009

Orabona, F., Keshet, J. and Caputo, B., Bounded kernel-based perceptrons, in: Journal of Machine Learning Research, volume Accepted for pub, 2009.
 
Orabona, F., Castellini, C., Caputo, B., Luo, J. and Sandini, G., Towards Life-long Learning for Cognitive Systems: Online Independent Support Vector Machine, in: Pattern Recognition, volume Accepted for Pub, 2009.
 
Ullah, M. M., Orabona, F. and Caputo, B., You live, you learn, you forget: continuous learning of visual places with a forgetting mechanism, in: International Conference on Robotic and Systems, 2009.
 
Orabona, F., Castellini, C., Caputo, B., Fiorilla, A. E. and Sandini, G., Model adaptation with least-square SVM for adaptive hand prosthetics, in: IEEE International conference on Robotics and Automation, 2009.
 
Luo, J., Orabona, F. and Caputo, B., An online framework for learning novel concepts over multiple cues, in: Proceeding of The 9th Asian Conference on Computer Vision, Xi'an, China, 2009.
 
Noceti, N., Caputo, B., Castellini, C., Baldassarre, L., Barla, A., Rosasco, L., Odone, F. and Sandini, G., Towards a theoretical framework for learning multi-modal patterns for embodied agents, in: International Conference on Image Analysis and Processing, 2009.
 
Pronobis, A. and Caputo, B., COLD: The COsy Localization Database, in: International Journal of Robotics Research, volume 28, number 5, pages 588-594, 2009.
 
Orabona, F., Caputo, B., Fillbrandt, A. and Ohl, F., A theoretical framework for transfer of knowledge across modalities in artificial and cognitive systems, in: International Conference on Developmental Learning, 2009.
 
Tommasi, T. and Caputo, B., The more you know, the less you learn: from knowledge transfer to one-shot learning of object categories, in: BMVC, 2009.
 
Caputo, B., Hayman, E., Fritz, M. and Ekluhnd, J. -O, Classifying Material in the Real World, in: Image and vision Computing, volume accepted for pub, 2009.
 

2008

Anemuller, J., Back, J. -H., Caputo, B., Luo, J., Ohl, F., Orabona, F., Vogels, R., Weinshall, D. and Zweig, A., Biologically Motivated Audio-Visual Cue Integration for Object, in: Proceedings of the first Internatinal Conference on Cognitive Systems, 2008.
 
Tommasi, T., Orabona, F. and Caputo, B., An SVM Confidence-Based Approach to Medical Image Annotation, in: Evaluating Systems for Multilingual and Multimodal Information Access -- 9th Workshop of the Cross-Language Evaluation Forum, 2008.
 
Ullah, M. M., Pronobis, A., Caputo, B., Luo, J., Jensfelt, P. and Christensen, H. I., Towards Robust Place Recognition for Robot Localization, in: IEEE International Conference on Robotics ad Automation, 2008.
 
Tommasi, T., Orabona, F. and Caputo, B., Cue Integration for Medical Image Annotation, 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.
 
Orabona, F., Keshet, J. and Caputo, B., The Projectron: a Bounded Kernel-Based Perceptron, in: Int. Conf. on Machine Learning, 2008.
 
Anemuller, J., Back, J. -H., Caputo, B., Havlena, M., Luo, J., Kayser, H., Leibe, B., Motlicek, P., Pajdla, T., Pavel, M., Torii, A., van Gool, L., Zweig, A. and Hermansky, H., The DIRAC AWEAR Audio-Visual Platform for Detection of Unexpected and Incongruent Events, in: Proceedings of the International Conference on Multimodal Interfaces, 2008.
 
Tommasi, T., Orabona, F. and Caputo, B., CLEF2008 Image Annotation Task: an SVM Confidence-Based Approach, number Idiap-RR-77-2008, 2008.
 
Pronobis, A., Martinez Monos, O. and Caputo, B., SVM-based Discriminative Accumulation Scheme for Place Recognition, in: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA08), 2008.
 
Tommasi, T., Orabona, F. and Caputo, B., Discriminative cue integration for medical image annotation, in: Pattern Recognition Letters, 2008.
 
Luo, J., Caputo, B., Zweig, A., Back, J. -H. and Anemuller, J., Object category detection using audio-visual cues, in: International Conference on Computer Vision Systems (ICVS08), 2008.
 
Caputo, B., Class specific object recognition using kernel Gibbs distributions, in: ELectronic Letters on Computer vision and Image Analysis, volume 7, number 2, pages 96-109, 2008.
 

2007

Orabona, F., Castellini, C., Caputo, B., Luo, J. and Sandini, G., On-line independent support vector machines for cognitive systems, number Idiap-RR-63-2007, 2007.
 
Orabona, F., Castellini, C., Caputo, B., Luo, J. and Sandini, G., Indoor place recognition using online independent support vector machines, in: 18th British Machine Vision Conference (BMVC07), pages 1090-1099, Warwick, UK, 2007.
 
Pronobis, A. and Caputo, B., Confidence-based cue integration for visual place recognition, number 17, 2007.
 
Laptev, I., Caputo, B. and Lindberg, T., Local velocity-adapted motion events for spatio-temporal recognition, in: Computer Vision and Image Undertanding, volume 108, number 3, pages 207-229, ISSN 1077-3142, 2007.
 

2006

Luo, J., Pronobis, A., Caputo, B. and Jensfelt, P., Incremental learning for place recognition in dynamic environments, number 52, 2006.
 
Luo, J., Pronobis, A. and Caputo, B., Svm-based transfer of visual knowledge across robotic platforms, number 65, 2006.
 
Torre, E. L., Caputo, B. and Tommasi, T., Melanoma recognition using kernel classifiers, number 53, 2006.
 
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