Pubblications

Journals

  1. 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).

  2. 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).

  3. 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).

  4. 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).

  5. 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).

  6. 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).

  7. 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).

  8. 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).

  9. M. Bicego, U. Castellani, V. Murino. A Hidden Markov Model approach for appearance-based 3D object recognition, Pattern Recognition Letters. Vol. 26, No. 16, 2005, pp. 2588-2599 (pdf).

  10. 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).

  11. 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).



Collections and LNCS Series

  1. 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).

  2. 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).

  3. 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).

  4. 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)

  5. 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.

  6. 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).

  7. 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).

  8. 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).

  9. 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).

  10. 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).

  11. 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).

  12. 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).





International Conferences (2005-2010)

  1. 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).

  2. 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).

  3. 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).

  4. 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).

  5. 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).

  6. 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).

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

  8. 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).

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

  10. 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).

  11. 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).

  12. 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).

  13. 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.

  14. 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).

  15. 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).

  16. 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.

  17. 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).

  18. 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).

  19. 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).

  20. 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.

  21. 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).

  22. 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).

  23. 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).

  24. 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).

  25. 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).

  26. 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).



Last update, Oct 2010