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Umberto Castellani
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Publications
- 2014
- [c57]Alessandro Perina, Denis Peruzzo, Maria Kesa, Nebojsa Jojic, Vittorio Murino, Mellani Bellani, Paolo Brambilla, Umberto Castellani:
Mapping Brains on Grids of Features for Schizophrenia Analysis. MICCAI (2) 2014: 805-812 - 2013
- [j12]Manuele Bicego, Aydin Ulas, Umberto Castellani, Alessandro Perina, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo:
Combining information theoretic kernels with generative embeddings for classification. Neurocomputing 101: 161-169 (2013) - [c55]Simona Ullo, Umberto Castellani, Diego Sona, Alessio Del Bue, Alessandro Maccione, Luca Berdondini, Vittorio Murino:
Neuronal network structural connectivity estimation by probabilistic features and graph heat kernels. ISBI 2013: 1054-1057 - [c54]Alessandro Perina, Manuele Bicego, Umberto Castellani, Vittorio Murino:
Exploiting Geometry in Counting Grids. SIMBAD 2013: 250-264 - [p3]Pedro M. Q. Aguiar, Manuele Bicego, Umberto Castellani, Mário A. T. Figueiredo, André F. T. Martins, Vittorio Murino, Alessandro Perina, Aydin Ulas:
On the Combination of Information-Theoretic Kernels with Generative Embeddings. Similarity-Based Pattern Analysis and Recognition 2013: 67-83 - [p2]Aydin Ulas, Umberto Castellani, Manuele Bicego, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla:
Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental Illness. Similarity-Based Pattern Analysis and Recognition 2013: 247-287 - 2012
- [j11]Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic:
Free Energy Score Spaces: Using Generative Information in Discriminative Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 34(7): 1249-1262 (2012) - [c49]Marco San-Biagio, Aydin Ulas, Marco Crocco, Marco Cristani, Umberto Castellani, Vittorio Murino:
A multiple kernel learning approach to multi-modal pedestrian classification. ICPR 2012: 2412-2415 - [c48]Aydin Ulas, Mehmet Gönen, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla:
A Localized MKL Method for Brain Classification with Known Intra-class Variability. MLMI 2012: 152-159 - [c47]Aydin Ulas, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla:
Biomarker Evaluation by Multiple Kernel Learning for Schizophrenia Detection. PRNI 2012: 89-92 - 2011
- [j10]Aydin Ulas, Robert P. W. Duin, Umberto Castellani, Marco Loog, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Marcella Bellani, Stefania Cerruti, Michele Tansella, Paolo Brambilla:
Dissimilarity-based detection of schizophrenia. Int. J. Imaging Syst. Technol. 21(2): 179-192 (2011) - [j9]Umberto Castellani, Marco Cristani, Vittorio Murino:
Statistical 3D Shape Analysis by Local Generative Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 33(12): 2555-2560 (2011) - [c45]Aydin Ulas, Umberto Castellani, Pasquale Mirtuono, Manuele Bicego, Vittorio Murino, Stefania Cerruti, Marcella Bellani, Manfredo Atzori, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla:
Multimodal Schizophrenia Detection by Multiclassification Analysis. CIARP 2011: 491-498 - [c44]Peter J. Schüffler, Aydin Ulas, Umberto Castellani, Vittorio Murino:
A Multiple Kernel Learning Algorithm for Cell Nucleus Classification of Renal Cell Carcinoma. ICIAP (1) 2011: 413-422 - [c43]Umberto Castellani, Pasquale Mirtuono, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla:
A New Shape Diffusion Descriptor for Brain Classification. MICCAI (2) 2011: 426-433 - [c42]Manuele Bicego, Aydin Ulas, Peter J. Schüffler, Umberto Castellani, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo:
Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels. PRIB 2011: 75-86 - [c41]Aydin Ulas, Umberto Castellani, Vittorio Murino, Marcella Bellani, Michele Tansella, Paolo Brambilla:
Heat Diffusion Based Dissimilarity Analysis for Schizophrenia Classification. PRIB 2011: 306-317 - [c40]Aydin Ulas, Peter J. Schüffler, Manuele Bicego, Umberto Castellani, Vittorio Murino:
Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma. SIMBAD 2011: 77-89 - [c39]Mehmet Gönen, Aydin Ulas, Peter J. Schüffler, Umberto Castellani, Vittorio Murino:
Combining Data Sources Nonlinearly for Cell Nucleus Classification of Renal Cell Carcinoma. SIMBAD 2011: 250-260 - 2010
- [c37]Alexander M. Bronstein, Michael M. Bronstein, Benjamin Bustos, Umberto Castellani, Marco Cristani, Bianca Falcidieno, Leonidas J. Guibas, Iasonas Kokkinos, Vittorio Murino, Maks Ovsjanikov, Giuseppe Patanè, Ivan Sipiran, Michela Spagnuolo, Jian Sun:
SHREC'10 Track: Feature Detection and Description. 3DOR@Eurographics 2010: 79-86 - [c35]Anna C. Carli, Umberto Castellani, Manuele Bicego, Vittorio Murino:
Dissimilarity-based representation for local parts. CIP 2010: 299-303 - [c34]Alessandro Perina, Nebojsa Jojic, Umberto Castellani, Marco Cristani, Vittorio Murino:
Object Recognition with Hierarchical Stel Models. ECCV (6) 2010: 15-28 - [c33]Umberto Castellani, Alessandro Perina, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla:
Brain Morphometry by Probabilistic Latent Semantic Analysis. MICCAI (2) 2010: 177-184 - 2009
- [c30]Umberto Castellani, E. Rossato, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla:
Local Kernel for Brains Classification in Schizophrenia. AI*IA 2009: 112-121 - [c29]Alessandro Daducci, Umberto Castellani, Marco Cristani, Paolo Farace, Pasquina Marzola, Andrea Sbarbati, Vittorio Murino:
Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment. AIME 2009: 385-389 - [c27]Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic:
A hybrid generative/discriminative classification framework based on free-energy terms. ICCV 2009: 2058-2065 - [c26]Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino:
A New Generative Feature Set Based on Entropy Distance for Discriminative Classification. ICIAP 2009: 199-208 - [c23]Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic:
Free energy score space. NIPS 2009: 1428-1436 - 2008
- [j7]Umberto Castellani, Marco Cristani, Carlo Combi, Vittorio Murino, Andrea Sbarbati, Pasquina Marzola:
Visual MRI: Merging information visualization and non-parametric clustering techniques for MRI dataset analysis. Artif. Intell. Medicine 44(3): 183-199 (2008) - [j6]Umberto Castellani, Marco Cristani, Simone Fantoni, Vittorio Murino:
Sparse points matching by combining 3D mesh saliency with statistical descriptors. Comput. Graph. Forum 27(2): 643-652 (2008) - [c22]Marco Cristani, Alessandro Perina, Umberto Castellani, Vittorio Murino:
Content visualization and management of geo-located image databases. CHI Extended Abstracts 2008: 2823-2828 - [c20]Umberto Castellani, Marco Cristani, X. Lu, Vittorio Murino, Anil K. Jain:
HMM-based geometric signatures for compact 3D face representation and matching. CVPR Workshops 2008: 1-6 - [c19]Marco Cristani, Alessandro Perina, Umberto Castellani, Vittorio Murino:
Geo-located image analysis using latent representations. CVPR 2008 - 2007
- [j4]Umberto Castellani, Andrea Fusiello, Riccardo Gherardi, Vittorio Murino:
Automatic selection of MRF control parameters by reactive tabu search. Image Vis. Comput. 25(11): 1824-1832 (2007) - 2006
- [c15]Umberto Castellani, Marco Cristani, Vittorio Murino:
3D Data Segmentation Using a Non-Parametric Density Estimation Approach. Eurographics Italian Chapter Conference 2006: 99-103 - [c14]Umberto Castellani, Marco Cristani, Vittorio Murino:
Acoustic Range Image Segmentation by Effective Mean Shift. ICIP 2006: 2437-2440 - [c13]Marco Cristani, Umberto Castellani, Vittorio Murino:
Adaptive Feature Integration for Segmentation of 3D Data by Unsupervised Density Estimation. ICPR (4) 2006: 21-24 - 2005
- [j3]Manuele Bicego, Umberto Castellani, Vittorio Murino:
A Hidden Markov Model approach for appearance-based 3D object recognition. Pattern Recognit. Lett. 26(16): 2588-2599 (2005) - [j2]Umberto Castellani, Andrea Fusiello, Vittorio Murino, Laura Papaleo, Enrico Puppo, Massimiliano Pittore:
A complete system for on-line 3D modelling from acoustic images. Signal Process. Image Commun. 20(9-10): 832-852 (2005) - [c12]Umberto Castellani, Carlo Combi, Pasquina Marzola, Vittorio Murino, Andrea Sbarbati, Marco Zampieri:
Towards Information Visualization and Clustering Techniques for MRI Data Sets. AIME 2005: 315-319 - [c11]Riccardo Gherardi, Umberto Castellani, Andrea Fusiello, Vittorio Murino:
Optimal Parameter Estimation for MRF Stereo Matching. ICIAP 2005: 818-825 - 2004
- [c10]Linmi Tao, Umberto Castellani, Vittorio Murino:
Robust 3D Segmentation for Underwater Acoustic Images. 3DPVT 2004: 813-819 - 2003
- [c8]Umberto Castellani, Manuele Bicego, Gianluca Iacono, Vittorio Murino:
3D Face Recognition Using Stereoscopic Vision. Advanced Studies in Biometrics 2003: 126-137 - [c7]Manuele Bicego, Umberto Castellani, Vittorio Murino:
Using hidden Markov models and wavelets for face recognition. ICIAP 2003: 52-56 - 2002
- [j1]Umberto Castellani, Andrea Fusiello, Vittorio Murino:
Registration of Multiple Acoustic Range Views for Underwater Scene Reconstruction. Comput. Vis. Image Underst. 87(1-3): 78-89 (2002) - [c5]Andrea Fusiello, Umberto Castellani, Lucca Ronchetti, Vittorio Murino:
Model Acquisition by Registration of Multiple Acoustic Range Views. ECCV (2) 2002: 805-822 - [c4]Vittorio Murino, Umberto Castellani, Alberto Etrari, Andrea Fusiello:
Registration of very time-distant aerial images. ICIP (3) 2002: 989-992 - 2001
- [c3]Vittorio Murino, Lucca Ronchetti, Umberto Castellani, Andrea Fusiello:
Reconstruction of Complex Environments by Robust Pre-aligned ICP. 3DIM 2001: 187-194 - [c2]Andrea Fusiello, Umberto Castellani, Vittorio Murino:
Relaxing Symmetric Multiple Windows Stereo Using Markov Random Fields. EMMCVPR 2001: 91-104 - [c1]Andrea Fusiello, Umberto Castellani, Vittorio Murino:
Disparity map restoration by integration of confidence in Markov random fields models. ICIP (2) 2001: 29-32
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