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| 2012 | ||
|---|---|---|
| 62 | Francesco Orabona, Jie Luo, Barbara Caputo: Multi Kernel Learning with Online-Batch Optimization. Journal of Machine Learning Research 13: 227-253 (2012) | |
| 2011 | ||
| 61 | Jie Luo, Tatiana Tommasi, Barbara Caputo: Multiclass transfer learning from unconstrained priors. ICCV 2011: 1863-1870 | |
| 60 | Fabian Nater, Tatiana Tommasi, Helmut Grabner, Luc J. Van Gool, Barbara Caputo: Transferring activities: Updating human behavior analysis. ICCV Workshops 2011: 1737-1744 | |
| 59 | Jesus Martínez-Gómez, Barbara Caputo: Towards semi-supervised learning of semantic spatial concepts. ICRA 2011: 1936-1943 | |
| 58 | 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) | |
| 2010 | ||
| 57 | Barbara Caputo, Henning Müller, Tanveer Fathima Syeda-Mahmood, James S. Duncan, Fei Wang, Jayashree Kalpathy-Cramer: Medical Content-Based Retrieval for Clinical Decision Support, First MICCAI International Workshop, MCBR-CDS 2009, London, UK, September 20, 2009, Revised Selected Papers Springer 2010 | |
| 56 | Carol Peters, Barbara Caputo, Julio Gonzalo, Gareth J. F. Jones, Jayashree Kalpathy-Cramer, Henning Müller, Theodora Tsikrika: 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 Springer 2010 | |
| 55 | Marco Fornoni, Jesus Martínez-Gómez, Barbara Caputo: A Multi Cue Discriminative Approach to Semantic Place Classification. CLEF (Notebook Papers/LABs/Workshops) 2010 | |
| 54 | Andrzej Pronobis, Marco Fornoni, Henrik I. Christensen, Barbara Caputo: The Robot Vision Track at ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) 2010 | |
| 53 | Tatiana Tommasi, Francesco Orabona, Barbara Caputo: Safety in numbers: Learning categories from few examples with multi model knowledge transfer. CVPR 2010: 3081-3088 | |
| 52 | Francesco Orabona, Jie Luo, Barbara Caputo: Online-batch strongly convex Multi Kernel Learning. CVPR 2010: 787-794 | |
| 51 | Andrzej Pronobis, Henrik I. Christensen, Barbara Caputo: Overview of the ImageCLEF@ICPR 2010 Robot Vision Track. ICPR Contests 2010: 171-179 | |
| 50 | Arjan Gijsberts, Tatiana Tommasi, Giorgio Metta, Barbara Caputo: Object recognition using visuo-affordance maps. IROS 2010: 1572-1578 | |
| 49 | Andrzej Pronobis, Óscar Martínez Mozos, Barbara Caputo, Patric Jensfelt: Multi-modal Semantic Place Classification. I. J. Robotic Res. 29(2-3): 298-320 (2010) | |
| 48 | 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) | |
| 47 | Barbara Caputo, Eric Hayman, Mario Fritz, Jan-Olof Eklundh: Classifying materials in the real world. Image Vision Comput. 28(1): 150-163 (2010) | |
| 46 | 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) | |
| 45 | Francesco Orabona, Claudio Castellini, Barbara Caputo, Jie Luo, Giulio Sandini: On-line independent support vector machines. Pattern Recognition 43(4): 1402-1412 (2010) | |
| 44 | 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) | |
| 2009 | ||
| 43 | Jie Luo, Francesco Orabona, Barbara Caputo: An Online Framework for Learning Novel Concepts over Multiple Cues. ACCV (1) 2009: 269-280 | |
| 42 | Tatiana Tommasi, Barbara Caputo: The More You Know, the Less You Learn: From Knowledge Transfer to One-shot Learning of Object Categories. BMVC 2009 | |
| 41 | Andrzej Pronobis, Li Xing, Barbara Caputo: Overview of the CLEF 2009 Robot Vision Track. CLEF (2) 2009: 110-119 | |
| 40 | 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 | |
| 39 | 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 | |
| 38 | 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 | |
| 37 | 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 | |
| 36 | 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 | |
| 35 | 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 | |
| 34 | Andrzej Pronobis, Barbara Caputo: COLD: The CoSy Localization Database. I. J. Robotic Res. 28(5): 588-594 (2009) | |
| 33 | Francesco Orabona, Joseph Keshet, Barbara Caputo: Bounded Kernel-Based Online Learning. Journal of Machine Learning Research 10: 2643-2666 (2009) | |
| 2008 | ||
| 32 | Barbara Caputo, Markus Vincze: Cognitive Vision, 4th International Workshop, ICVW 2008, Santorini, Greece, May 12, 2008, Revised Selected Papers Springer 2008 | |
| 31 | Tatiana Tommasi, Francesco Orabona, Barbara Caputo: An SVM Confidence-Based Approach to Medical Image Annotation. CLEF 2008: 696-703 | |
| 30 | 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 | |
| 29 | Francesco Orabona, Joseph Keshet, Barbara Caputo: The projectron: a bounded kernel-based Perceptron. ICML 2008: 720-727 | |
| 28 | Andrzej Pronobis, Óscar Martínez Mozos, Barbara Caputo: SVM-based discriminative accumulation scheme for place recognition. ICRA 2008: 522-529 | |
| 27 | 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 | |
| 26 | Jie Luo, Barbara Caputo, Alon Zweig, Jörg-Hendrik Bach, Jörn Anemüller: Object Category Detection Using Audio-Visual Cues. ICVS 2008: 539-548 | |
| 25 | Tatiana Tommasi, Francesco Orabona, Barbara Caputo: Discriminative cue integration for medical image annotation. Pattern Recognition Letters 29(15): 1996-2002 (2008) | |
| 2007 | ||
| 24 | Tatiana Tommasi, Francesco Orabona, Barbara Caputo: Cue Integration for Medical Image Annotation. CLEF 2007: 577-584 | |
| 23 | Andrzej Pronobis, Barbara Caputo: Confidence-based cue integration for visual place recognition. IROS 2007: 2394-2401 | |
| 22 | Jie Luo, Andrzej Pronobis, Barbara Caputo, Patric Jensfelt: Incremental learning for place recognition in dynamic environments. IROS 2007: 721-728 | |
| 21 | 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) | |
| 2006 | ||
| 20 | Tatiana Tommasi, Elisabetta La Torre, Barbara Caputo: Melanoma Recognition Using Representative and Discriminative Kernel Classifiers. CVAMIA 2006: 1-12 | |
| 19 | Andrzej Pronobis, Barbara Caputo, Patric Jensfelt, Henrik I. Christensen: A Discriminative Approach to Robust Visual Place Recognition. IROS 2006: 3829-3836 | |
| 18 | Andrzej Pronobis, Barbara Caputo, Patric Jensfelt, Henrik I. Christensen: A Discriminative Approach to Robust Visual Place Recognition. IROS 2006 | |
| 17 | Elisabetta La Torre, Tatiana Tommasi, Barbara Caputo, Giovanni Ettore Gigante: Kernel Methods for Melanoma Recognition. MIE 2006: 983-988 | |
| 2005 | ||
| 16 | Mario Fritz, Bastian Leibe, Barbara Caputo, Bernt Schiele: Integrating Representative and Discriminative Models for Object Category Detection. ICCV 2005: 1363-1370 | |
| 15 | Barbara Caputo, Eric Hayman, P. Mallikarjuna: Class-Specific Material Categorisation. ICCV 2005: 1597-1604 | |
| 2004 | ||
| 14 | Maria-Elena Nilsback, Barbara Caputo: Cue Integration through Discriminative Accumulation. CVPR (2) 2004: 578-585 | |
| 13 | Eric Hayman, Barbara Caputo, Mario Fritz, Jan-Olof Eklundh: On the Significance of Real-World Conditions for Material Classification. ECCV (4) 2004: 253-266 | |
| 12 | Barbara Caputo, Christian Wallraven, Maria-Elena Nilsback: Object Categorization via Local Kernels. ICPR (2) 2004: 132-135 | |
| 11 | Christian Schüldt, Ivan Laptev, Barbara Caputo: Recognizing Human Actions: A Local SVM Approach. ICPR (3) 2004: 32-36 | |
| 2003 | ||
| 10 | Christian Wallraven, Barbara Caputo, Arnulf B. A. Graf: Recognition with Local Features: the Kernel Recipe. ICCV 2003: 257-264 | |
| 2002 | ||
| 9 | Barbara Caputo, Heinrich Niemann: Storage Capacity of Kernel Associative Memories. ICANN 2002: 51-56 | |
| 8 | Barbara Caputo, Sahla Bouattour, Heinrich Niemann: Robust Appearance-Based Object Recognition Using a Fully Connected Markov Random Field. ICPR (3) 2002: 565-568 | |
| 7 | Barbara Caputo, Heinrich Niemann: To Each According to its Need: Kernel Class Specific Classifiers. ICPR (4) 2002: 94-97 | |
| 6 | Barbara Caputo, Elisabetta La Torre, Giovanni Ettore Gigante: Microcalcification Detection Using a Kernel Bayes Classifier. ISMDA 2002: 20-31 | |
| 5 | Barbara Caputo, Gyuri Dorkó: How to Combine Color and Shape Information for 3D Object Recognition: Kernels do the Trick. NIPS 2002: 1375-1382 | |
| 4 | 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 | |
| 3 | Barbara Caputo, Gyuri Dorkó, Heinrich Niemann: An Ultrametric Approach to Object Recognition. VMV 2002: 13-20 | |
| 2001 | ||
| 2 | Barbara Caputo, Sahla Bouattour, Dietrich Paulus: A Novel Probabilistic Model for 3D Object Recognition: Spin-Glass Markov Random Fields. VMV 2001: 465-472 | |
| 2000 | ||
| 1 | Barbara Caputo, Giovanni Ettore Gigante: Digital Mammography: Gabor Filters for Detection of Microcalcifications. VMV 2000: 375-382 | |
Colors in the list of coauthors
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