Umberto Castellani
   Strada le grazie, 15
   37134 Verona, Italy
   +39 045 8027988

Publications
Journals | Book Chapters |  Conference Proceedings  |  Official page
Conferences


  • S. Khoualed, T. Chateau, U. Castellani, C. Samir. An augmented representation of activitiy in video using semantic-context information, Proceedings of International Conference on Image Processing (ICIP), October, 2014. 
  • D. Pickup, X. Sun, P. L. Rosin, R. R. Martin, Z. Cheng, Z. Lian, M. Aono, A. B. Hamza, A. Bronstein, M. Bronstein, S. Bu, U. Castellani, S. Cheng, V. Garro, A. Giachetti, A. Godil, J. Han, H. Johan, L. Lai, B. Li, C. Li, H. Li, R. Litman, X. Liu, Z. Liu, Y. Lu, A. Tatsuma, J.Ye, Shape Retrieval of Non-Rigid 3D Human Models, Proceedings of Eurographics Workshop on 3D Object Retrieval (3DOR), April 2014.
  • D. Boscaini, U. Castellani, Local Signature quantization by sparse coding, Proceedings of Eurographics Workshop on 3D object Retrieval (3DOR), May 2013 (pdf).
     
  • S. Ullo, U. Castellani, D. Sona, A. Del Bue, A. Maccione, L. Bernondini, V. Murino, Neuronal network structural connectivity estimation by probabilistic features and graph heat kernel. International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), April 2013 (pdf).  
  • M. San Biagio, A. Ulas, M. Crocco, M. Cristani, U. Castellani, V. Murino, A Multiple Kernel Learning Approach to Multi-modal Pedestrian classification, International Conference on Pattern Recognition (ICPR), November 2012 (pdf).
  • S. Fantoni, A. Fusiello, U. Castellani, Accurate and automatic alignment of range surfaces, Proc. 3D Imaging, Modelling, Processing, Visualizaton and Transmission (3DIM/3DPVT), October 2012, (pdf).
  • A. Giachetti, U. Castellani, C. Lovato, C. Zancanaro, Robust Automatic labelling of anatomical landmarks on 3D body scans, Proc. Conference on 3D Body Scanning Technologies, October 2012.
  • A. Ulas, U. Castellani, V. Murino, M. Bellani, M. Tansella, P. Brambilla, Biomarker Evaluation by Multiple Kernel Learning for Schizophrenia detection, International Workshop on Pattern Recognition in Neuroimaging (PRNI),  July 2012, (pdf).
  • S. Fantoni, U. Castellani, A. Fusiello, Automatic Multi-view surface matching, Eurographics Short Paper, May 2012, (pdf).
  • A. Ulas, U. Castellani, V. Murino, M. Bellani, M. Tansella, P. Brambilla, Heat Diffusion Based Dissimilarity Analysis for Schizophrenia Classification, Pattern Recognition in Bioinformatics (PRIB), November 2011.
  • M.Bicego, A. Ulas, P. Schuffler, U. Castellani, V. Murino, A. Martins, P. Aguiar, M. Figueiredo, Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels, Pattern Recognition in Bioinformatics (PRIB), November 2011
  • A. Ulas, U. Castellani, P. Mirtuono, M. Bicego, V. Murino, S. Cerruti, M. Bellani, M. Atzori, G. Rambaldelli, M. Tansella, P. Brambilla, Multimodal Schizophrenia Detection by Multiclassification Analysis, Iberoamerican Congress on Pattern Recognition (CIARP), November 2011

  • U. Castellani, A. Ulas, V. Murino, M. Bellani, G. Rambaldelli, M. Tansella, P. Brambilla, Selecting scales by Multiple Kernel Learning for shape diffusion analysis. Proc. MICCAI Workshop on Mathematical Foundations of Computational Anatomy (MFCA), September 2011 (pdf).

  • C. Lovato, C. Zancanaro, U. Castellani, A. Giachetti, Heat diffusion approach for feature-based body scans analysis, Proc. EUROGRAPHICS Workshop on 3D Object Retrieval (3DOR), April 2011 (pdf).
  • C. Lovato, U. Castellani, C. Zancanaro and A. Giachetti, Geometrical processing of 3D body scanner data for anthropometric applications , Proc on 3D Body Scanning Technologies, October 2010
  • A. Ulas, R.P.W. Duin, U. Castellani, M. Loog, M. Bicego, V. Murino, M. Bellani, S. Cerruti, M. Tansella, and P. Brambilla, Dissimilarity-based Detection of Schizophrenia, Proc. ICPR 2010 workshop on Pattern Recognition Challenges in FMRI Neuroimaging, August 2010, (pdf).

  •  A. Carli, U. Castellani, M. Bicego, V. Murino, Dissimilarity-based Representation for Local Parts, Proc. of Workshop on Cognitive Information Processing (CIP), June 2010, (pdf).
  • A. M. Bronstein, M. M. Bronstein, U. Castellani, B. Falcidieno, A. Fusiello, A. Godil, L. J. Guibas, I. Kokkinos, Z. Lian, M. Ovsjanikov, G. Patané, M. Spagnuolo, R. Toldo, SHREC 2010: robust large-scale shape retrieval benchmark, Proc. EUROGRAPHICS Workshop on 3D Object Retrieval (3DOR), April 2010, (pdf).

  •  A. M. Bronstein, M. M. Bronstein, B. Bustos, U. Castellani, M. Crisani, B. Falcidieno, L. J. Guibas, I. Kokkinos, V. Murino, M. Ovsjanikov, G. Patané, I. Sipiran, M. Spagnuolo, J. Sun, SHREC 2010: robust feature detection and description benchmark, Proc. EUROGRAPHICS Workshop on 3D Object Retrieval (3DOR), 2010, (pdf).

  • A. M. Bronstein, M. M. Bronstein, U. Castellani, A. Dubrovina, L. J. Guibas, R. P. Horaud, R. Kimmel, D. Knossow, E. von Lavante, D. Mateus, M. Ovsjanikov, A. Sharma, SHREC 2010: robust correspondence benchmark, Proc. EUROGRAPHICS Workshop on 3D Object Retrieval (3DOR), 2010, (pdf).

  • D. S. Cheng, M. Bicego, U. Castellani, M. Cristani, S. Cerruti, M. Bellani, G. Rambaldelli, M. Aztori, P. Brambilla, V. Murino, A Hybrid Generative/Discriminative Method for Classification of Regions of Interest in Schizophrenia Brain MRI , MICCAI09 workshop on Probabilistic Models for Medical Image Analysis" , London (UK) September 2009 (pdf).

  • A. Perina, M. Cristani, U. Castellani, V. Murino, N. Jojic, Free energy score space. In Advences in Neural Information System (NIPS), December 2009, (pdf).

  • A. Perina, M. Cristani, U. Castellani, V. Murino, N. Jojic, A hybrid generative/discriminative classification framework based on free-energy terms. International Conference on Computer Vision (ICCV), October 2009, (pdf).

  • C. Castellani,A. Bartoli, Semantic Shape Context for the Registration of Multiple Partial 3D Views, British Machine Vision Conference (BMVC), September 2009 (pdf).

  • R. Toldo, U. Castellani, A. Fusiello, Visual vocabulary signature for 3D object retrieval and partial matching in Eurographics Workshop on 3D Object Retrieval, Munich, Germany, March 29th,2009, pp. 21-28 (pdf).

  • C. Dong Seon, M. Bicego, U. Castellani, S. Cerruti, M. Bellani, G. Rambaldelli, M. Atzori, P. Brambilla and V. Murino, Schizophrenia classification using regions of interest in brain MRI , Workshop in Intelligent Data Analysis in Biomedicine and Pharmacology (IDAMAP), Verona , July 2009 (pdf).

  • U.Castellani, M.Cristani, X.Gong, V. Murino, A. K. Jain. HMM-based geometric signatures for compact 3D face representation and matching. In proceedings of IEEE Computer Society Workshop on Biometrics (in association with CVPR 2008), Anchorage, Alaska, June 2008 (PDF).

  • U. Castellani , G. Cortelazzo , M. Cristani , E. Delponte, A. Fusiello, A. Giachetti S. Mizzaro, F. Odone, E. Puppo, R. Scateni, P. Zanuttigh. 3-SHIRT: Three-Dimensional Shape Indexing and Retrieval Techniques, In proceedings of Eurographics Italian Chapter Conference 2008.

  • A. Bartoli, V. Gay-Bellile, U. Castellani, J. Peyras, S. Olsen and P. Sayd. Coarse-to-Fine Low-Rank Structure-from-Motion. Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2008), June 2008 (PDF).

  • M.Cristani, A.Perina, U. Castellani, V.Murino. Geo-located image analysis using latent representations, In proceedings of IEEE Computer Vision and Pattern Recognition (CVPR), june 2008, (PDF).

  • M.Cristani, A.Perina, U. Castellani, V.Murino. Content Visualization and Management of Geo-located Image Databases, In proceedings of ACM SIGCHI CHI 2008 (Work in Progress) Florence, Italy, pp.2823-2828.

  • U. Castellani, V. Gay-Bellile, A. Bartoli. Joint Reconstruction and Registration of a Deformable Planar Surface Observed by a 3D Sensor, Proceedings of Sixth International Conference on 3D Digital Imaging and Modeling (3DIM 2007), pp. 201-208, 2007 (pdf).

  • M. Farenzena M. Cristani and U. Castellani. 3D Objects Face Clustering using Unsupervised Mean Shift, Proceedings of Eurographics Italian Chapter Conference 07 , pp.39-43, 2007 (pdf).

  • U. Castellani, L. Bazzani, D. Tosato, V. Murino, G. Rambaldelli, C. Perlini, M. Atzori, M. Tansella, P. Brambilla. A Learning by Example Approach for MRI Analysis of Human Brain in the Context of Menthal Health. 15th Joint Annual Meeting ISMRM-ESMRMB 2007 Scientific Proceedings, pp.434, 2007 (pdf).

  • R. K. Hansen, U. Castellani, E. Puppo, D. Moschini. Ping to ping registration and fusion of 3D sonar data sets. Proceedigs of 2nd International Conference on Underwater Acoustic Measurements: Technologies and results, jun 2007.

  • U. Castellani, M. Cristani, V.Murino. 3D Data Segmentation Using a Non-Parametric Density Estimation Approach, Proceedings of Eurographics Italian Chapter Conference 06 , pp.99-103, 2006 (pdf).

  • M. Cristani, U. Castellani, V. Murino. Adaptive Feature Integration for Segmentation of 3D Data by Unsupervised Density Estimation, Proceedings of International Conference on Pattern Recognition ICPR 2006, Vol. 4, pp. 21-24, August 2006 (pdf).

  • U. Castellani, M. Cristani, V. Murino. Acoustic Range Image Segmentation by Effective Mean Shift, Proceedings of International Conference on Image Processing ICIP 2006, pp. 2437-2440, October 2006 (pdf).

  • U. Castellani, M. Cristani, P. Marzola, V. Murino, E. Rossato, A. Sbarbati. Cancer area characterization by non-parametric clustering. Workshop on Intelligent Data Analysis in bioMedicine And Pharmacology, pp. 25-30, August 2006 (pdf).

  • U. Castellani, A. Fusiello, V. Murino. Underwater environment modelling by fast 3d mosaicing. Computer Vision / Computer Graphics Collaboration for Model-based Imaging, Rendering, image Analysis and Graphical special Effects (MIRAGE). INRIA Rocquencourt, France, 1-2 March 2005 (pdf).

  • R. K. Hansen, U. Castellani, A. Fusiello, V. Murino, L. Papaleo, E. Puppo, M. Pittore, M. Gobbi, L. Bisone, K. Kleppe, M. Hall. Mosaicing of 3D Sonar Data Sets - Techniques and Applications. International Conference Oceans '05 MTS/IEEE, Vol. 3, pp. 2326- 2333, 2005 (pdf).