Strada le grazie, 15
Journals | Book Chapters | Conference Proceedings | Official page
P. M. Q. Aguiar , M. Bicego, U. Castellani, M.A.T. Figueiredo, A.T. Martins, V. Murino, A. Perina, A. Ulas. On the combination of Information-Theoretic Kernels with Generative Embeddings. Similarity-Based Pattern Analysis and Recognition, Marcello Pelilllo (Eds), Springer, 2013 (link).
A. Ulas, U. Castellani, M. Bicego, V. Murino, M. Bellani, M. Tansella, P. Brambilla. Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Menthal Illness. Similarity-Based Pattern Analysis and Recognition, Marcello Pelilllo (Eds), Springer, 2013 (link).
U. Castellani, A. Bartoli. 3D Shape Registration. 3D Imaging, Analysis, and Applications, Nick Pears, Younghuai Liu, Peter Bunting (Eds.), Springer, 2012 (pdf).
LNCS series
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Bicego, S. Danese, S. Melzi, U. Castellani. A bioinformatics approach
to 3D shape matching. In ECCV Workshop on Non-Rigid Shape Analysis and
Deformable Image Alignment (NORDIA), LNCSpp. 1-14, Springer-Verlag Berlin Heidelberg 2014 (pdf).
- D. Peruzzo, F. Arrigoni, F. Triulzi, C. Parazzini, U. Castellani. Detection of corpus callosum malformations in pediatric population using the discriminative direction in multiple kernel learning. In Medical Image Computing and Computer-Assisted Intervention (MICCAI), LNCS 8673, pp 300-307, Springer 2014 (pdf).
- A. Perina, D. Peruzzo, M. Kesa, N. Jojic, V. Murino, M. Bellani, P. Brambilla, U. Castellani. Mapping Brains on Grids of Features for Schizophrenia Analysis. In Medical Image Computing and Computer-Assisted Intervention (MICCAI), LNCS 8673, pp 807-814, Springer 2014 (pdf).
- A. Perina, M. Bicego, U. Castellani and V. Murino. Exploiting Geometry in Counting Grids. In Similarity-Based Pattern Recognition (SIMBAD), LNCS 7953, pp. 250-264, Springer-Verlag Berlin Heidelberg 2013 (pdf).
- S. Khoualed, T. Chateau, U. Castellani, Semantic-Context-Based Augmented Descriptor for image feature matching, Proc. Asian Conference on Computer Vision (ACCV), LNCS 7725, pp 353-367, Springer-Berlin Heidelberg 2013 (pdf).
- A. Ulas, M. Gonen, U. Castellani, V. Murino, M. Bellani, M. Tansella, P. Brambilla. A Localized MKL method for brain classification with known intra-class variability. In Proceedings of the 3rd International Workshop on Machine Larning in Medical Imaging. 2012 (pdf).
P. Schuffler, A. Ulas, U. Castellani and V. Murino. A Multiple Kernel Learning Algorithm for Cell Nucleus Classification of Renal Cell Carcinoma. In Image Analysis and Processing (ICIAP), LNCS 6978/2011, pp. 413-422, Springer-Verlag Berlin Heidelberg 2011 (pdf).
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A. Ulas, P. J. Schffler, M. Bicego, U. Castellani and V. Murino. Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma. In Similarity-Based Pattern Recognition (SIMBAD), LNCS 7005, pp. 77-89, Springer-Verlag Berlin Heidelberg 2011 (pdf).
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M. Gonen, A. Ulas, P. Schuffler, U. Castellani and V. Murino. Combining Data Sources Nonlinearly for Cell Nucleus Classification of Renal Cell Carcinoma. In Similarity-Based Pattern Recognition (SIMBAD), LNCS 7005, pp. 250-260, Springer-Verlag Berlin Heidelberg 2011 (pdf).
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U. Castellani, P. Mirtuono, V. Murino, M. Bellani, G. Rambaldelli, M. Tansella, and P. Brambilla. A New Shape Diffusion Descriptor for Brain Classification. In G. Fichtinger, A.Martel, and T. Peters (Eds.), Medical Image Computing and Computer-Assisted Intervention (MICCAI), LNCS 6892, pp. 426-433, Springer-Verlag Berlin Heidelberg 2011 (pdf).
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Umberto Castellani, Alessandro Perina, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla. Brain Morphometry by Probabilistic Latent Semantic Analysis. In T. Jiang et al. (Eds.): Medical Image Computing and Computer-Assisted Intervention (MICCAI), LNCS 6362, pp. 177-184 Springer Berlin/Heidelberg 2010 (pdf).
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Alessandro Perina, Nebojsa Jojic, Umberto Castellani, Marco Cristani, Vittorio Murino. Object Recognition with Hierarchical Stel Models. In K. Daniilidis et al. (Eds.). European Conference on Computer Vision (ECCV), LNCS 6316, pp. 15-28 Springer Berlin/Heidelberg 2010 (pdf).
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Umberto Castellani, Elisa Rossato, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla. Local Kernels for Brains Classification in Schizophrenia. In R. Serra and R. Cucchiara (Eds.): AI*IA 2009: Emergent Perspectives in Artificial Intelligence, LNAI 5883, pp. 112-121 Springer Berlin/ Heidelberg 2009 (pdf).
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Alessandro Perina, Marco Cristani, Umberto Castellani and Vittorio Murino, A New Generative Feature Set Based on Entropy Distance for Discriminative Classification. In Image Analysis and Processing (ICIAP) 2009, LNCS 5716, pp. 199-208 Springer Berlin/Heidelberg 2009 (pdf).
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Christian Lovato, Umberto Castellani, Simone Fantoni, Chiara Milanese, Carlo Zancanaro, Andrea Giachetti, Computer assisted estimation of anthropometric parameters from whole body scanner data. In N. Magnenat-Thalmann (Ed.): Workshop on 3D Physiological Human (3DPH) 2009, Springer, Heidelberg, pp.71-83.
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A. Daducci, U. Castellani, C. Marco, P. Farace, P. Marzola, A. Sbarbati, V. Murino, Learning Approach to Analyse Tumor Heterogeneity in DCE-MRI Data During Anti-cancer treatment. In C. Combi et al. (Eds.) Artificial Intelligence in Medicine (AIME), LNCS 5651, pp. 385-389 Springer Berlin 2009 (pdf).
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R. Toldo, U. Castellani, A. Fusiello, A bag of words approach for 3D object categorization. In A. Gagalowicz and W. Philips (Eds.): Computer Vision/Computer Graphics Collaboration Techniques and Application 2009, LNCS 5496, pp.116-127. Springer Berlin/Heidelberg 2009 (pdf).
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U. Castellani, Towards Information Visualization and clustering techniques for MRI data sets. In S. Miksch et. al. (Eds.): Proceedings of International Conference on Artificial Intelligence in Medicine, LNCS-LNAI 3581, pp. 315-319. Springer Berlin 2005 (pdf).
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R. Gherardi, U. Castellani, A. Fusiello, V. Murino. Optimal Parameter Estimation for MRF Stereo Matching. In F. Roli and S. Vitulano (Eds.):Image Analysis and Processing - ICIAP 2005, LNCS 3617, pp. 818-825. Springer Berlin/Heidelberg 2005 (pdf).
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U. Castellani, M. Bicego, G. Iacono, and V. Murino. 3D face recognition using stereoscopic vision. In M. Tistarelli, J. Bigun and E. Grosso (Eds.): Advanced Studies in Biometrics, LNCS 3161, pp. 126-137. Springer-Verlag Berlin/Heidelberg 2005 (pdf).
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U. Castellani, A. Fusiello, V. Murino and L. Ronchetti. Model Acquisition by Registration of Multiple Acoustic Range Views. European Conference on Computer Vision 2002 (ECCV). In A.Heyden, G.Sparr, M.Nielsen, and P.Johansen, editors, European Conference on Computer Vision - ECCV 2002, number 2351 in Lecture Notes in Computer Science, pages 805-819. Springer, 2002 (pdf).
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Fusiello, U. Castellani, and V. Murino, Relaxing symmetric multiple windows stereo using markov random fields. In M. Figueiredo, J. Zerubia, and A.K. Jain, editors, Energy Minimization Methods in Computer Vision and Pattern Recognition, number 2134 in Lecture Notes in Computer Science, pages 91–104. Springer, 2001. Proceedings of the Third International Workshop, EMMCVPR 2001 (pdf).