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Barbara Caputo
First name(s): Barbara
Last name(s): Caputo

Publications of Barbara Caputo sorted by first author
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Class specific object recognition using kernel Gibbs distributions, Barbara Caputo, in: ELectronic Letters on Computer vision and Image Analysis, 7(2), 2008
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Spin Glass Models of Markov Random Fields, Barbara Caputo, in: International Journal on Image, Systems and Technology, 16(5), 2006
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Medical image annotation, Barbara Caputo, in: Interactive Multimodal Information Management, EPFL Press, 2013
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Classifying Material in the Real World, Barbara Caputo, Eric Hayman, Mario Fritz and J-O Ekluhnd, in: Image and vision Computing, accepted for pub, 2009
Overview of the ImageCLEF 2014 Domain Adaptation Task, Barbara Caputo and Novi Patricia, in: ImageCLEF 2014: Overview and analysis of the results, 2014
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Scene Recognition with Naive Bayes Non-linear Learning, Marco Fornoni and Barbara Caputo, in: Proceedings of the 22nd International Conference on Pattern Recognition, Stockholm, pages 3404 - 3409, IEEE, 2014
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Indoor Scene Recognition using Task and Saliency-driven Feature Pooling, Marco Fornoni and Barbara Caputo, in: Proceedings of the British Machine Vision Conference, Guildford, UK, 2012
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Multiclass Latent Locally Linear Support Vector Machines, Marco Fornoni, Barbara Caputo and Francesco Orabona, in: JMLR W&CP, Volume 29: Asian Conference on Machine Learning, Canberra, Australia, pages 229-244, 2013
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Exploiting Accelerometers to Improve Movement Classification for Prosthetics, Arjan Gijsberts and Barbara Caputo, in: International Conference on Rehabilitation Robotics, 2013
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Object Recognition using Visuo-Affordance Maps, Arjan Gijsberts, Tatiana Tommasi, Giorgio Metta and Barbara Caputo, in: International Conference on Intelligent Robots and Systems, Taipei, pages 1572-1578, IEEE, 2010
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When Naïve Bayes Nearest Neighbors Meet Convolutional Neural Networks, Ilja Kuzborskij, Fabio M. Carlucci and Barbara Caputo, in: Computer Vision and Pattern Recognition (CVPR), IEEE Conference on, 2016
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On the Challenge of Classifying 52 Hand Movements from Surface Electromyography, Ilja Kuzborskij, Arjan Gijsberts and Barbara Caputo, in: 34th Annual Conference of the IEEE Engineering in Medicine & Biology Society, 2012
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Transfer Learning through Greedy Subset Selection, Ilja Kuzborskij, Francesco Orabona and Barbara Caputo, in: Image Analysis and Processing - ICIAP 2015, Genoa, Italy, pages 3-14, Springer International Publishing, 2015
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From N to N+1: Multiclass Transfer Incremental Learning, Ilja Kuzborskij, Francesco Orabona and Barbara Caputo, in: Proceedings of the Conference on Computer Vision and Pattern Recognition, 2013
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Who's Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation, Jie Luo, Barbara Caputo and Vittorio Ferrari, in: Advances in Neural Information Processing Systems 22 (NIPS09), NIPS Foundation, Vancouver, B.C., Canada, MIT Press, 2009
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Object Category Detection using Audio-visual Cues, Jie Luo, Barbara Caputo, Alon Zweig, Joerg-Henrik Back and Joern Anemueller, in: International Conference on Computer Vision Systems (ICVS08), 2008
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An online framework for learning novel concepts over multiple cues, Jie Luo, Francesco Orabona and Barbara Caputo, in: Proceeding of The 9th Asian Conference on Computer Vision, Xi'an, China, 2009
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OM-2: An Online Multi-class Multi-kernel Learning Algorithm, Jie Luo, Francesco Orabona, Marco Fornoni, Barbara Caputo and Nicolo Cesa-Bianchi, in: In Proceeding of CVPR 2010, Online Learning for Computer Vision Workshop, 2010
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SVM-based Transfer of Visual Knowledge Across Robotic Platforms, Jie Luo, Andrzej Pronobis and Barbara Caputo, in: International Conference on Computer Vision Systems (ICVS07), 2007
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Incremental Learning for Place Recognition in Dynamic Environments, Jie Luo, Andrzej Pronobis, Barbara Caputo and Patric Jensfelt, in: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS07), 2007
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