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

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

  • D. Peruzzo, U. Castellani, C. Perlini, M. Bellani, V. Marinelli, G. Rambaldelli, A. Lasalvia, S. Tosato, K. De Santi, V. Murino, M. Ruggeri, P. Brambilla. Classification of Patients with first episode psychosis: a multi-model multi-feature study. Journal of Neural Transmission (to appear).  

  • D. Boscaini, U. Castellani. A sparse coding approach for local-to-global 3D shape description. The Visual Computer. (to appear) (pdf)
  • C. Lovato, U. Castellani, C. Zancanaro, A. Giachetti. Automatic labelling of anatomical landmarks on 3D body scans. Graphical Models. Vol. 76, No 6, pp. 648-657.
  • R. Litman, A. Bronstein, M. Bronstein, U. Castellani. Supervised learning of bag-of-features shape descriptors using sparse coding. Computer Graphics Forum. Vol. 33, No 4, pp. 127-136 (pdf).
  • E. Veronese, U. Castellani, D. Peruzzo, M. Bellani, P. Brambilla. Machine Learning Approaches: from Theory to Application in Schizophrenia. Computational and Mathematical Methods in Medicine. Vol. 2013, 2013, pp. 1-12 (pdf).
  • M. Bicego, A. Ulas, U.Castellani, A. Perina, V. Murino, A.F.T. Martins, P.M.Q. Aguiar, M.A.T. Figueiredo, Combining Information Theoretic Kernels with Generative Embeddings for Classification . Neurocomputing. Vol. 11, 2013,  pp. 161-169 (pdf).
  • A. Perina, M. Cristani, U. Castellani, V. Murino, N. Jojic. Free energy score spaces: using generative information in discriminative classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol. 34, No. 7, 2012, pp.1249-1262 (pdf).
  • U. Castellani, E. Rossato, V. Murino, M. Bellani, G. Rambaldelli, C. Perlini, L. Tomelleri, M. Tansella, and P. Brambilla. Classification of schizophrenia using feature-based morphometry. Journal of Neural Transmission. Vol. 119, 2012 pp. 395-404 (pdf).
  • U. Castellani, M. Cristani, V. Murino. Statistical 3D Shape Analysis by Local Generative Descriptors. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 33, No. 12, 2011, pp. 2555-2560 (pdf).
  • A. Ulas,  R.P.W. Duin, U. Castellani, M. Loog, P. Mirtuono, M. Bicego, V. Murino, M. Bellani, S. Cerruti, M. Tansella and P. Brambilla. Dissimilarity-based detection of schizophrenia. International Journal of Imaging Systems and Technology. Vol. 21, No. 2, 2011, pp. 179-192 (pdf).
  • R. Toldo, U. Castellani, A. Fusiello. The bag of words approach for retrieval and categorization of 3D objects. The Visual Computer. Vol. 26, No. 10, 2010, pp. 1257-1268 (pdf).
  • U. Castellani, M. Cristani, A. Daducci, P. Farace, P. Marzola, V. Murino, A. Sbarbati. DCE-MRI Data Analysis for Cancer Area Classification. Methods of information in medicine. Vol. 48, No. 3, 2009, pp. 248-253 (pdf).
  • M. Cristani, A. Perina, U. Castellani, V. Murino. Geo-located image categorization and location recognition. Pattern Recognition and Image Analysis. Vol. 19, No. 2, 2009, pp. 245-252 (pdf).
  • U. Castellani, V. Gay-Bellile, Vincent, A. Bartoli. Robust deformation capture from temporal range data for surface rendering. Computer Animation and Virtual Worlds. Vol. 19, No. 5, December 2008, pp. 591-603 (pdf).
  • 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. Artificial Intelligence in Medicine. Vol. 44, No. 3, Novembre 2008, pp. 171-282 (pdf).
  • U. Castellani, M. Cristani, S. Fantoni, V. Murino. Sparse points matching by combining 3D mesh saliency with statistical descriptors. Computer Graphics Forum. Vol. 27, No. 2, 2008, pp. 643-652 (pdf).
  • U. Castellani, R. Gherardi, A. Fusiello, and V. Murino. Automatic selection of MRF control parameters by reactive tabu search. Image and Vision Computing. Vol. 25, No. 11, April 2007, pp. 1824-1832 (pdf).
  • U. Castellani, A. Fusiello, V. Murino, L. Papaleo, E. Puppo, M. Pittore. A complete system for on-line modelling of acoustic images. Image Communication Journal. Vol. 20, No. 9-10, December 2005, pp. 832-852 (pdf).
  • M. Bicego, U. Castellani, V. Murino. A Hidd Markov Model approach for appearance-based 3D object recognition, Pattern Recognition Letters. Vol. 26, No. 16, 2005, pp. 2588-2599 (pdf).
  • U. Castellani, V. Murino, L. Tao. Efficient Scene Modeling for Underwater ROV Driving. Sea Technology, Vol. 45, No. 12, December 2004, pp. 47-52 (Invited paper,on-line version).
  • U. Castellani, A. Fusiello and V. Murino. Registration of Multiple Acoustic Range Views for Underwater Scene Reconstruction. Computer Vision and Image Understanding. Academic Press. September 2002, pages 78-89 (pdf).