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Barbara Caputo
2010 – today
- 2013
[j15]Tatiana Tommasi, Francesco Orabona, Claudio Castellini, Barbara Caputo: Improving Control of Dexterous Hand Prostheses Using Adaptive Learning. IEEE Transactions on Robotics 29(1): 207-219 (2013)- 2012
- [j14]Francesco Orabona, Jie Luo, Barbara Caputo: Multi Kernel Learning with Online-Batch Optimization. Journal of Machine Learning Research 13: 227-253 (2012)
- [c53]Tatiana Tommasi, Novi Quadrianto, Barbara Caputo, Christoph H. Lampert: Beyond Dataset Bias: Multi-task Unaligned Shared Knowledge Transfer. ACCV (1) 2012: 1-15
- [c52]Marco Fornoni, Barbara Caputo: Indoor Scene Recognition using Task and Saliency-driven Feature Pooling. BMVC 2012: 1-12
- [c51]Tatiana Tommasi, Francesco Orabona, Mohsen Kaboli, Barbara Caputo: Leveraging over prior knowledge for online learning of visual categories. BMVC 2012: 1-11
- [c50]Jesus Martínez-Gómez, Ismael García-Varea, Barbara Caputo: Overview of the ImageCLEF 2012 Robot Vision Task. CLEF (Online Working Notes/Labs/Workshop) 2012
- [c49]Jesus Martínez-Gómez, Ismael García-Varea, Barbara Caputo: Baseline Multimodal Place Classifier for the 2012 Robot Vision Task. CLEF (Online Working Notes/Labs/Workshop) 2012
- 2011
- [j13]Claudio Castellini, Tatiana Tommasi, Nicoletta Noceti, Francesca Odone, Barbara Caputo: Using Object Affordances to Improve Object Recognition. IEEE T. Autonomous Mental Development 3(3): 207-215 (2011)
- [c48]Mert Özcan, Jie Luo, Vittorio Ferrari, Barbara Caputo: A Large-Scale Database of Images and Captions for Automatic Face Naming. BMVC 2011: 1-11
- [c47]Jie Luo, Tatiana Tommasi, Barbara Caputo: Multiclass transfer learning from unconstrained priors. ICCV 2011: 1863-1870
- [c46]Fabian Nater, Tatiana Tommasi, Helmut Grabner, Luc J. Van Gool, Barbara Caputo: Transferring activities: Updating human behavior analysis. ICCV Workshops 2011: 1737-1744
- [c45]Jesus Martínez-Gómez, Barbara Caputo: Towards semi-supervised learning of semantic spatial concepts. ICRA 2011: 1936-1943
- 2010
- [j12]Andrzej Pronobis, Óscar Martínez Mozos, Barbara Caputo, Patric Jensfelt: Multi-modal Semantic Place Classification. I. J. Robotic Res. 29(2-3): 298-320 (2010)
- [j11]Elisabetta La Torre, Barbara Caputo, Tatiana Tommasi: Learning methods for melanoma recognition. Int. J. Imaging Systems and Technology 20(4): 316-322 (2010)
- [j10]Barbara Caputo, Eric Hayman, Mario Fritz, Jan-Olof Eklundh: Classifying materials in the real world. Image Vision Comput. 28(1): 150-163 (2010)
- [j9]Andrzej Pronobis, Jie Luo, Barbara Caputo: The more you learn, the less you store: Memory-controlled incremental SVM for visual place recognition. Image Vision Comput. 28(7): 1080-1097 (2010)
- [j8]Francesco Orabona, Claudio Castellini, Barbara Caputo, Jie Luo, Giulio Sandini: On-line independent support vector machines. Pattern Recognition 43(4): 1402-1412 (2010)
- [j7]Andrzej Pronobis, Barbara Caputo, Patric Jensfelt, Henrik I. Christensen: A realistic benchmark for visual indoor place recognition. Robotics and Autonomous Systems 58(1): 81-96 (2010)
- [j6]Giorgio Metta, Gordon Cheng, Tamim Asfour, Barbara Caputo, John K. Tsotsos: Guest Editorial Representations and Architectures for Cognitive Systems. IEEE T. Autonomous Mental Development 2(4): 265-266 (2010)
- [c44]Marco Fornoni, Jesus Martínez-Gómez, Barbara Caputo: A Multi Cue Discriminative Approach to Semantic Place Classification. CLEF (Notebook Papers/LABs/Workshops) 2010
- [c43]Andrzej Pronobis, Marco Fornoni, Henrik I. Christensen, Barbara Caputo: The Robot Vision Track at ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) 2010
- [c42]Francesco Orabona, Jie Luo, Barbara Caputo: Online-batch strongly convex Multi Kernel Learning. CVPR 2010: 787-794
- [c41]Tatiana Tommasi, Francesco Orabona, Barbara Caputo: Safety in numbers: Learning categories from few examples with multi model knowledge transfer. CVPR 2010: 3081-3088
- [c40]Andrzej Pronobis, Henrik I. Christensen, Barbara Caputo: Overview of the ImageCLEF@ICPR 2010 Robot Vision Track. ICPR Contests 2010: 171-179
- [c39]Arjan Gijsberts, Tatiana Tommasi, Giorgio Metta, Barbara Caputo: Object recognition using visuo-affordance maps. IROS 2010: 1572-1578
- [e3]Carol Peters, Barbara Caputo, Julio Gonzalo, Gareth J. F. Jones, Jayashree Kalpathy-Cramer, Henning Müller, Theodora Tsikrika (Eds.): Multilingual Information Access Evaluation II. Multimedia Experiments - 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers. Lecture Notes in Computer Science 6242, Springer 2010, ISBN 978-3-642-15750-9
- [e2]Barbara Caputo, Henning Müller, Tanveer Fathima Syeda-Mahmood, James S. Duncan, Fei Wang, Jayashree Kalpathy-Cramer (Eds.): Medical Content-Based Retrieval for Clinical Decision Support, First MICCAI International Workshop, MCBR-CDS 2009, London, UK, September 20, 2009, Revised Selected Papers. Lecture Notes in Computer Science 5853, Springer 2010, ISBN 978-3-642-11768-8
2000 – 2009
- 2009
- [j5]Andrzej Pronobis, Barbara Caputo: COLD: The CoSy Localization Database. I. J. Robotic Res. 28(5): 588-594 (2009)
- [j4]Francesco Orabona, Joseph Keshet, Barbara Caputo: Bounded Kernel-Based Online Learning. Journal of Machine Learning Research 10: 2643-2666 (2009)
- [c38]Jie Luo, Francesco Orabona, Barbara Caputo: An Online Framework for Learning Novel Concepts over Multiple Cues. ACCV (1) 2009: 269-280
- [c37]Tatiana Tommasi, Barbara Caputo: The More You Know, the Less You Learn: From Knowledge Transfer to One-shot Learning of Object Categories. BMVC 2009: 1-11
- [c36]Tatiana Tommasi, Barbara Caputo, Petra Welter, Mark Oliver Güld, Thomas Martin Deserno: Overview of the CLEF 2009 Medical Image Annotation Track. CLEF (2) 2009: 85-93
- [c35]Andrzej Pronobis, Li Xing, Barbara Caputo: Overview of the CLEF 2009 Robot Vision Track. CLEF (2) 2009: 110-119
- [c34]Nicoletta Noceti, Barbara Caputo, Claudio Castellini, Luca Baldassarre, Annalisa Barla, Lorenzo Rosasco, Francesca Odone, Giulio Sandini: Towards a Theoretical Framework for Learning Multi-modal Patterns for Embodied Agents. ICIAP 2009: 239-248
- [c33]Francesco Orabona, Claudio Castellini, Barbara Caputo, Angelo Emanuele Fiorilla, Giulio Sandini: Model adaptation with least-squares SVM for adaptive hand prosthetics. ICRA 2009: 2897-2903
- [c32]Muhammad Muneeb Ullah, Francesco Orabona, Barbara Caputo: You live, you learn, you forget: Continuous learning of visual places with a forgetting mechanism. IROS 2009: 3154-3161
- [c31]Henning Müller, Jayashree Kalpathy-Cramer, Barbara Caputo, Tanveer Fathima Syeda-Mahmood, Fei Wang: Overview of the First Workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009. MCBR-CDS 2009: 1-17
- [c30]Jie Luo, Barbara Caputo, Vittorio Ferrari: Who's Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation. NIPS 2009: 1168-1176
- 2008
- [j3]Tatiana Tommasi, Francesco Orabona, Barbara Caputo: Discriminative cue integration for medical image annotation. Pattern Recognition Letters 29(15): 1996-2002 (2008)
- [c29]Tatiana Tommasi, Francesco Orabona, Barbara Caputo: An SVM Confidence-Based Approach to Medical Image Annotation. CLEF 2008: 696-703
- [c28]Jörn Anemüller, Jörg-Hendrik Bach, Barbara Caputo, Michal Havlena, Jie Luo, Hendrik Kayser, Bastian Leibe, Petr Motlícek, Tomás Pajdla, Misha Pavel, Akihiko Torii, Luc J. Van Gool, Alon Zweig, Hynek Hermansky: The DIRAC AWEAR audio-visual platform for detection of unexpected and incongruent events. ICMI 2008: 289-292
- [c27]Francesco Orabona, Joseph Keshet, Barbara Caputo: The projectron: a bounded kernel-based Perceptron. ICML 2008: 720-727
- [c26]Andrzej Pronobis, Óscar Martínez Mozos, Barbara Caputo: SVM-based discriminative accumulation scheme for place recognition. ICRA 2008: 522-529
- [c25]Muhammad Muneeb Ullah, Andrzej Pronobis, Barbara Caputo, Jie Luo, Patric Jensfelt, Henrik I. Christensen: Towards robust place recognition for robot localization. ICRA 2008: 530-537
- [c24]Jie Luo, Barbara Caputo, Alon Zweig, Jörg-Hendrik Bach, Jörn Anemüller: Object Category Detection Using Audio-Visual Cues. ICVS 2008: 539-548
- [e1]Barbara Caputo, Markus Vincze (Eds.): Cognitive Vision, 4th International Workshop, ICVW 2008, Santorini, Greece, May 12, 2008, Revised Selected Papers. Lecture Notes in Computer Science 5329, Springer 2008, ISBN 978-3-540-92780-8
- 2007
- [j2]Ivan Laptev, Barbara Caputo, Christian Schüldt, Tony Lindeberg: Local velocity-adapted motion events for spatio-temporal recognition. Computer Vision and Image Understanding 108(3): 207-229 (2007)
- [c23]Tatiana Tommasi, Francesco Orabona, Barbara Caputo: Cue Integration for Medical Image Annotation. CLEF 2007: 577-584
- [c22]Jie Luo, Andrzej Pronobis, Barbara Caputo, Patric Jensfelt: Incremental learning for place recognition in dynamic environments. IROS 2007: 721-728
- [c21]Andrzej Pronobis, Barbara Caputo: Confidence-based cue integration for visual place recognition. IROS 2007: 2394-2401
- 2006
- [j1]Barbara Caputo: A spin glass model of a Markov random field. Int. J. Imaging Systems and Technology 16(5): 181-188 (2006)
- [c20]Tatiana Tommasi, Elisabetta La Torre, Barbara Caputo: Melanoma Recognition Using Representative and Discriminative Kernel Classifiers. CVAMIA 2006: 1-12
- [c19]Andrzej Pronobis, Barbara Caputo, Patric Jensfelt, Henrik I. Christensen: A Discriminative Approach to Robust Visual Place Recognition. IROS 2006
- [c18]Andrzej Pronobis, Barbara Caputo, Patric Jensfelt, Henrik I. Christensen: A Discriminative Approach to Robust Visual Place Recognition. IROS 2006: 3829-3836
- [c17]Elisabetta La Torre, Tatiana Tommasi, Barbara Caputo, Giovanni Ettore Gigante: Kernel Methods for Melanoma Recognition. MIE 2006: 983-988
- 2005
- [c16]Mario Fritz, Bastian Leibe, Barbara Caputo, Bernt Schiele: Integrating Representative and Discriminative Models for Object Category Detection. ICCV 2005: 1363-1370
- [c15]Barbara Caputo, Eric Hayman, P. Mallikarjuna: Class-Specific Material Categorisation. ICCV 2005: 1597-1604
- 2004
- [c14]Maria-Elena Nilsback, Barbara Caputo: Cue Integration through Discriminative Accumulation. CVPR (2) 2004: 578-585
- [c13]Eric Hayman, Barbara Caputo, Mario Fritz, Jan-Olof Eklundh: On the Significance of Real-World Conditions for Material Classification. ECCV (4) 2004: 253-266
- [c12]Christian Schüldt, Ivan Laptev, Barbara Caputo: Recognizing Human Actions: A Local SVM Approach. ICPR (3) 2004: 32-36
- [c11]Barbara Caputo, Christian Wallraven, Maria-Elena Nilsback: Object Categorization via Local Kernels. ICPR (2) 2004: 132-135
- 2003
- [c10]Christian Wallraven, Barbara Caputo, Arnulf B. A. Graf: Recognition with Local Features: the Kernel Recipe. ICCV 2003: 257-264
- 2002
- [c9]Barbara Caputo, Heinrich Niemann: Storage Capacity of Kernel Associative Memories. ICANN 2002: 51-56
- [c8]Barbara Caputo, Heinrich Niemann: To Each According to its Need: Kernel Class Specific Classifiers. ICPR (4) 2002: 94-97
- [c7]Barbara Caputo, Sahla Bouattour, Heinrich Niemann: Robust Appearance-Based Object Recognition Using a Fully Connected Markov Random Field. ICPR (3) 2002: 565-568
- [c6]Barbara Caputo, Elisabetta La Torre, Giovanni Ettore Gigante: Microcalcification Detection Using a Kernel Bayes Classifier. ISMDA 2002: 20-31
- [c5]Barbara Caputo, Gyuri Dorkó: How to Combine Color and Shape Information for 3D Object Recognition: Kernels do the Trick. NIPS 2002: 1375-1382
- [c4]Barbara Caputo, Gyuri Dorkó, Heinrich Niemann: Combining Color and Shape Information for Appearance-Based Object Recognition Using Ultrametric Spin Glass-Markov Random Fields. SVM 2002: 97-111
- [c3]Barbara Caputo, Gyuri Dorkó, Heinrich Niemann: An Ultrametric Approach to Object Recognition. VMV 2002: 13-20
- 2001
- [c2]Barbara Caputo, Sahla Bouattour, Dietrich Paulus: A Novel Probabilistic Model for 3D Object Recognition: Spin-Glass Markov Random Fields. VMV 2001: 465-472
- 2000
- [c1]Barbara Caputo, Giovanni Ettore Gigante: Digital Mammography: Gabor Filters for Detection of Microcalcifications. VMV 2000: 375-382
Coauthor Index
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last updated on 2013-04-25 21:50 CEST by the dblp team