RECENT PUBLICATIONS    (download my CV and main publications, updated at February 2017 and the complete list of publications)

 

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In the following, there is a list of recent publications which better reflects my current activities.

I was also guest co-editor of some special issues. For more information, visit the special issue page.

Some electronic versions of the following papers are available from the VIPS lab publication page or from the WWW publication page of the co-authors.


Complete list of publications

 


Journals

L. Bazzani, M. Zanotto, M. Cristani, V. Murino, "Joint Individual-Group Modeling for Tracking", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014. In press

S. Ullo, V. Murino, A. Maccione, L. Berdondini, D. Sona, "Bridging the Gap in Connectomic Studies: A Particle Filtering Framework for Estimating Structural Connectivity at Network Scale Medical Image Analysis", Medical Image Analysis. In press

P. Salvagnini, F. Pernici, M. Cristani, G. Lisanti, A. Del Bimbo, V. Murino, "Non-Myopic Information Theoretic Sensor Management of a Single Pan-Tilt-Zoom Camera for Multiple Object Detection and Tracking", Computer Vision and Image Understanding, 2014. In press

L. Dodero, S. Vascon, V. Murino, A. Bifone, A. Gozzi, D. Sona, "Automated Multi-Subject Fiber Clustering of Mouse Brain using Dominant Sets", Frontiers in Neuroinformatics 8:87, Dec. 2014. DOI: 10.3389/fninf.2014.00087. Online

S. Ullo, T.R. Nieus, D. Sona, A. Maccione, L. Berdondini, V. Murino, "Functional Connectivity Estimation over Large Networks at Cellular Resolution based on Electrophysiological Recordings and Structural Prior", Frontiers in Neuroanatomy 8:137, Nov. 2014. DOI: 10.3389/fnana.2014.00137. Online

Pisani P., Piro P., Decherchi S., Bottegoni G., Sona D., Murino V., Rocchia W., Cavalli A., "Describing the Conformational Landscape of Small Organic Molecules through Gaussian Mixtures in Dihedral Space", Journal of Chemical Theory and Computation, 10(6), pp. 2557-2568, 2014.

M. San Biagio, S. Martelli, M. Crocco, M. Cristani, V. Murino "Encoding Structural Similarity By Cross-covariance Tensors For Image Classification", International Journal of Pattern Recognition and Artificial Intelligence, Vol. 28, Issue 7, November 2014.

A. Tavano, A. Pesarin, V. Murino, M. Cristani. "Automatic conversational scene analysis in children with Asperger syndrome/High Functioning Autism and typically developing peers", PLoS ONE, 2014. DOI: 10.1371/journal.pone.0085819.

D.S. Cheng, H. Salamin, P. Salvagnini, M. Cristani, A. Vinciarelli, V. Murino.
"Predicting Online Lecture Ratings Based on Gesturing and Vocal Behavior", Journal on Multimodal User Interfaces", Journal on Multimodal User Interfaces, 2014. In press

F. Papaleo, M.L. Scattoni, L. Giancardo, D. Sona, H. Huang, S. Sannino, F. Manago', D. Scheggia, V. Murino, "Chronic and Acute Intranasal Oxytocin Produce Divergent Social Effects in Mice", Neuropsychopharmacology, 39(5), pp. 1102-14, April 2014.

A.C. Carli, M.A.T. Figueiredo, M. Bicego, V. Murino: Generative embeddings based on Rician mixtures for kernel-based classification of magnetic resonance images. Neurocomputing, Vol. 123, pp. 49-59, 2014.

L. Giancardo, D. Sona, H. Huang, S. Sannino, F. Manago', D. Scheggia, F. Papaleo, V. Murino, "Automatic Visual Tracking and Social Behaviour Analysis with Multiple Mice", PLoS ONE 8(9): e74557, Sept. 2013. doi:10.1371/journal.pone.0074557 2013.

D. Tosato, M. Spera, M, Cristani, V.Murino, "Characterizing humans on Riemannian manifolds", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35(8), pp. 1972-1984, August 2013

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. 101, pp. 161-169, Feb. 2013.


Cristani M., Raghavendra R., Del Bue A. and Murino V., “Human Behavior Analysis in Video Surveillance: a Social Signal Processing Perspective”, Neurocomputing, Vol. 100, pp. 86-97, Jan. 2013.


A.Sedda, V.Manfredi, G.Bottini, M.Cristani, V.Murino. Automatic human interaction understanding: lessons from a multidisciplinary approach. Frontiers in Human Neuroscience, Volume 6, Article 57 (online), March 2012.


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, pp. 1249-1262, July 2012.

L. Bazzani, M. Cristani, A. Perina, V. Murino, “Multiple-shot Person Re-identification by Chromatic and Epitomic Analyses”, Pattern Recognition Letters, No. 33, pp. 898–903, 2012.

L. Bazzani, D. Tosato, M. Cristani, M. Farenzena, G. Paggetti, G. Menegaz, and V. Murino. Social interactions by visual focus of attention in a three-dimensional environment. Expert Systems, Vol. 30(2), pp. 115-127, 2013 (online July 2012).

A. Pesarin, M. Cristani, V. Murino, A. Vinciarelli, “Conversation Analysis at Work: Detection of Conflict in Competitive Discussions through Semi-Automatic Turn-Organization Analysis”, Cognitive Processing, Volume 13, Issue 2 Supplement, pp 533-540, October 2012.

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 No. 3, pp. 395-404, 2012.

A. Perina, N.Jojic, M.Cristani, V.Murino, “Stel Component Analysis: Joint Segmentation, Modeling and Recognition of Objects Classes”, International Journal of Computer Vision, Vol. 100, No. 3, pp. 241-260, 2012.

M. Fasoli, S. Dal Santo, S. Zenoni, G.B. Tornielli, L. Farina, A. Zamboni, A. Porceddu, L. Venturini, M. Bicego, V. Murino, A. Ferrarini, M. Delledonne, M Pezzotti, “The Grapevine Expression Atlas Reveals a Deep Transcriptome Shift Driving the Entire Plant into a Maturation Program,” The Plant Cell, Vol. 24(9), Sept. 2012.

M.Bicego, P.Lovato, A.Perina, M.Fasoli, M.Delledonne, M.Pezzotti, A.Polverari, V.Murino, “Investigating topic models' capabilities in expression microarray data classification, IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 9, no. 6, pp. 1831-1836, 2012.

Crocco M., Del Bue A. and Murino V., “A Bilinear Approach to the Position Self-Calibration of Multiple Sensors”, IEEE Transactions on Signal Processing, Vol. 60, No. 2, pp. 660-673, Feb. 2012.

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, Dec. 2011, pp. 2555-2560.

Torre B., Lorenzoni M., Bicego M., Cristani M., Murino V. and Diaspro A., “PCA In Dynamic Force Spectroscopy”, Imaging & Microscopy, 13(4), pp. 26-28, Nov. 2011.

M.Cristani, A.Pesarin, C.Drioli, A.Perina, A.Tavano, V.Murino, “Generative Modeling and Classification of Dialogs by a Low-level Turn-taking Feature”, Pattern Recognition, Volume 44, Issue 8, August 2011, pp. 1785-1800.

A.Ulas, R.P.W.Duin, U.Castellani, M.Loog, P.Mirtuono, M.Bicego, V.Murino, M.Bellani, S.Cerruti, M.Tansella, P.Brambilla, “Dissimilarity-Based Detection of Schizophrenia”, International Journal of Imaging Systems & Technology, Volume 21, Issue 2, June 2011, pp. 179–192.

M. Cristani, M. Farenzena, D. Bloisi, V. Murino, Background Subtraction for Automated Multisensor Surveillance: a Comprehensive Review, EURASIP Journal on Advances in Signal Processing, Hindawi Publishing Corporation, Volume 2010, Article ID 343057, 24 pages (online).

R.Marzotto, P.Zoratti, D.Bagni, A.Colombari, V.Murino, “A real-time versatile roadway path extraction and tracking on an FPGA platform”, Computer Vision and Image Understanding, Vol. 114, No. 11, Nov. 2010, pp. 1164-1179.

B.Torre, M.Bicego, M.Cristani, V.Murino, A.Diaspro, R.Cingolani, “Combination of Atomic Force Microscopy and Principal Component Analysis as a general method for direct recognition of functional and structural domains in nanonocomposite materials”, Microscopy Research and Technique, Vol. 73, Issue 10, Oct. 2010, pp. 973-981.

A. Perina, M. Cristani, V. Murino,  “Learning natural scene categories by selective multi-level feature extraction”, Image and Vision Computing, Vol. 28, Issue 6, June 2010, pp. 927-939.

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, June 2009, pp. 248-253.

A.Perina, M.Cristani, L.Xumerle, V.Murino, P.F.Pignatti, G.Malerba, “Fully non-homogenous hidden Markov model double net: a generative model for haplotype reconstruction and block discovery”, Artificial Intelligence in Medicine, Vol. 45, No. 2-3, Febr.-March 2009, pp. 135-150.

 

 

International conferences & workshops

Minh Ha Quang, M. San Biagio, V. Murino, "Log-Hilbert-Schmidt metric between positive definite operators on Hilbert spaces", Neural Information Processing Systems NIPS 2014, Montreal, Canada, December 2014. Spotlight, 3.6% acceptance rate

S. Vascon, E. Zemene, M. Cristani, H. Hung, M. Pelillo, V. Murino, "A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups", 12th Asian Conf. on Computer Vision ACCV'14, Singapore, November 2014. Oral, acceptance rate < 4%

M. San Biagio, L. Bazzani, M. Cristani, V. Murino, "Weighted Bag of Visual Words for Object Recognition", IEEE Int'l Conf. on Image Processing ICIP 2014, Paris, October 2014.

L. Dodero, V. Murino, D. Sona, "Joint laplacian diagonalization for multi-modal brain community detection", Int'l Wks. on Pattern Recognition in Neuroimaging PRNI 2014, pp. 1-4, June 2014.

M. Crocco, V. Murino, A. Trucco, A. Del Bue, "Towards fully uncalibrated room reconstruction with sound," 22nd European Signal Processing Conference EUSIPCO 2014, Lisbon (Portugal), September 2014.

A. Perina, M. Zanotto, B. Zhang, V. Murino, "Location Recognition of Lifelog Images through a combination of Generative Models", 25th British Machine Vision Conference BMVC 2014, Nottingham, UK, Aug. 2014.

M. Tamassia, A. Farinelli, V. Murino, A. Del Bue, "A Directional Visual Descriptor for Large-Scale Coverage Problems", IEEE/RSJ International Conference on Intelligent Robots and Systems IROS 2014, Chicago, Sept. 2014.

L. Dodero, A. Gozzi, A. Liska, V. Murino, D. Sona, "Group-Wise Functional Community Detection through Joint Laplacian Diagonalization", Medical Image Computing and Computer-Assisted Intervention MICCAI 2014, Boston, Sept. 2014.

A. Perina, D. Peruzzo, M. Kesa, N. Jojic, V. Murino, M. Bellani, P. Brambilla, U. Castellani, "Mapping brains on grids of features: a joint classification and analysis framework applied to Schizophrenic patients", Medical Image Computing and Computer-Assisted Intervention MICCAI 2014, Boston, Sept. 2014.

A. Bhuiyan, A. Perina, V. Murino, "Person re-identification by discriminatively selecting parts and features", ECCV Workshop on Visual Surveillance and Re-identification, Sept. 2014. Best student paper award

H.Q. Minh, L. Bazzani, V. Murino, "A unifying framework for vector-valued manifold regularization and multi-view learning", Int'l Conf. on Machine Learning ICML 2013, pp. 100-108, June 2013.

S. Ullo, U. Castellani, D. Sona, A. Del Bue, A. Maccione, L. Berdondini, V. Murino, "Neuronal Network Structural Connectivity Estimation by Probabilistic Features and Graph Heat Kernels", Int'l Symp. on Biomedical Imaging ISBI 2013, San Francisco, CA, April 2013.

D. Figueira, L. Bazzani, H.Q. Minh, M. Cristani, A. Bernardino, V. Murino. "Semi-supervised multi-feature learning for person re-identification", Int'l Conf. on Advanced Video and Signal-based Surveillance AVSS 2013, Krakov, Sept. 2013.

Dodero L., Vascon S., Giancardo L., Gozzi A., Sona D., Murino V., "Automatic White Matter Fibers Clustering using Dominant Set", 3rd International Workshop on Pattern Recognition in Neuromaging, PRNI 2013 , pp. 216 - 219, 2013.

P. Salvagnini, L. Bazzani, M. Cristani, V. Murino. "Person re-identification with a PTZ camera: an introductory study", Int'l Conf. on Image Processing ICIP 2013, Melbourne, Australia, Sept. 2013.

M. San Biagio, M. Crocco, M. Cristani, S. Martelli, V. Murino, "Heterogeneous Auto-Similarities of Characteristics (HASC): Exploiting Relational Information for Classification", Int'l Conf. on Computer Vision ICCV 2013, Sydney, Australia, Dec. 2013.

Del Bue A., Tamassia M., Signorini F., Murino V., Farinelli A., "Visual Coverage Using Autonomous Mobile Robots for Search and Rescue Applications", 11th IEEE International Symposium on Safety, Security, and Rescue Robotics, Linkoping, Sweden, Oct. 2013.

Bazzani, M. Cristani, and V. Murino. Decentralized Particle Filter for Joint Individual-Group Tracking. IEEE Conf. on Computer Vision and Pattern Recognition CVPR 2012, Providence, RI, USA, June 2012.

Minh Ha Quang, M. Cristani, A. Perina, V. Murino, “A regularized spectral algorithm for Hidden Markov Models with applications in computer vision”, IEEE Conf. on Computer Vision and Pattern Recognition CVPR 2012, Providence, RI, USA, June 2012.

E. Sangineto, M. Cristani, A. Del Bue, V. Murino, “Learning Discriminative Spatial Relations for Detector Dictionaries: an Application to Pedestrian Detection”, European Conf. on Computer Vision ECCV 2012, Florence, Italy, Oct. 2012.

Salvagnini P., Salamin H., Cristani M., Vinciarelli A., and *Murino V., “Learning how to teach from "videolectures": automatic prediction of lecture ratings based on teacher's nonverbal behavior”, 3rd IEEE Int’l Conf. on Cognitive Infocommunications CogInfoCom 2012, Kosice, Slovakia, Dec 2012.

Crocco M., Del Bue A., Bustreo M. and Murino V., “A Closed Form Solution to the Microphone Position Self-Calibration Problem,” 37th International Conference on Acoustics, Speech, and Signal Processing ICASSP 2012, Kyoto, Japan, March 2012.

A. Maccione, S. Ullo, A. Simi, T. Nieus, D. Sona, A. Del Bue, V. Murino, L. Berdondini, "Structural and functional identification of sub-networks in dissociated neuronal cultures: an automated multimodal analysis combining high density MEA and fluorescence imaging", 8th Int’l Meeting on Substrate-Integrated Microelectrode Array, Reutlingen, Germany, July 2012.

M. San Biagio, M. Crocco, M. Cristani, S. Martelli, V. Murino, "Low-level Multimodal Integration on Riemannian Manifolds for Automatic Pedestrian Detection", 15th International Conference on Information Fusion FUSION 2012, Singapore, July 2012. 

S. Ullo, A. Del Bue, A. Maccione, L. Berdondini, V. Murino, "A Joint Structural and Functional Analysis of In-Vitro Neuronal Networks", IEEE Int’l Conf. on Image Processing ICIP 2012, Orlando, USA, Sept. 2012.

Sabzevari R., Del Bue A., Murino V., “Piecewise single view photometric stereo with multi-view constraints”, 19th IEEE Int’l Conf. on Image Processing ICIP 2012, Orlando, FL, USA, 2012. 

Sabzevari R., Del Bue A., Murino V., “Combining Structure from Motion and Photometric Stereo: A Piecewise Formulation”, Eurographics, Cagliari, Italy, Sept. 2012.

Sabzevari R., Del Bue A., Murino V., “Multi-view Photometric Stereo using Semi-isometric Mappings”, 3DimPVT 2012, Zurich, Switzerland, 2012.

Carli A.C., Figueiredo M.A.T., Bicego M., Murino V., “Generative embeddings based on Rician mixtures: Application to kernel-based discriminative classification of magnetic resonance images,” 1st International Conference on Pattern Recognition Applications and Methods ICPRAM 2012, Vol. 1, pp. 113-122, 2012. Best Student Paper Award 

Martelli S., Cristani M., Murino V., “Stereo-Based Framework for Pedestrian Detection with Partial Occlusion Handling”, 9th IEEE Int’l Conf. on Advanced Video and Signal-based Surveillance AVSS 2012, Beijing, China, 2012.

Giancardo L., Sona D., Gozzi A., Bifone A., Murino V., Migliarini S., Pacini G., Pelosi B. and Pasqualetti M., “Automatic Tractography Analysis through Sparse Networks in Case-Control Studies”, 2nd Int’l Wks. on Pattern Recognition in NeuroImaging PRNI 2012, London, UK. 

A. Ulas, U. Castellani, V. Murino, M. Bellani, M. Tansella, P. Brambilla, “Biomarker evaluation by Multiple Kernel Learning for Schizophrenia Detection”, 2nd Int’l Wks. on Pattern Recognition in NeuroImaging PRNI 2012, London, UK.

San Biagio M., Ulas A., Crocco M., Cristani M., Castellani U., Murino V., “A Multiple Kernel Learning Approach to Multi-Modal Pedestrian Classification”, 21st Int’l Conf. on Pattern Recognition ICPR 2012, Tsukuba Science City, Japan, 2012.

Piro P., Sona D., Murino V., “Inner Product Tree for improved Orthogonal Matching Pursuit”, 21st Int’l Conf. on Pattern Recognition ICPR 2012, Tsukuba Science City, Japan, 2012. 

Martelli S., Cristani M., Bazzani L., Tosato D., Murino V., “Joining feature-based and similarity-based pattern description paradigms for object detection”, 21st Int’l Conf. on Pattern Recognition ICPR 2012, Tsukuba Science City, Japan, 2012.

Giancardo L., Sona D., Scheggia D., Papaleo F., Murino V., “Segmentation and Tracking of Multiple Interacting Mice by Temperature and Shape Information”, 21st Int’l Conf. on Pattern Recognition ICPR 2012, Tsukuba Science City, Japan, 2012. 

Piro P., Pisani P., Bottegoni G., Sona D., Rocchia W., Cavalli A., Murino V., “Fitting and simplification of mixtures for clustering conformational populations of small organic molecules”, Int’l Conf. on Chemical and Biological Engineering ICCBE 2012, Stockholm, Sweden, 2012.

Crocco M., Del Bue A., Barbosa Barros I., Murino V., “A Closed Form Solution for the Self-Calibration of Heterogeneous Sensors”, 23rd British Machine Vision Conference BMVC 2012, Guildford, UK, 2012.

Zanotto M., Bazzani L., Cristani M., Murino V., “Online Bayesian Nonparametrics for Group Detection”, 23rd British Machine Vision Conference BMVC 2012, Guildford, UK, 2012. 

Cristani M., Roffo G., Segalin C., Bazzani L., Vinciarelli A., Murino V., “Conversationally-inspired Stylometric Features for Authorship Attribution in Instant Messaging”, ACM Multimedia 2012, Nara, Japan, 2012.

San Biagio M., Crocco M., Cristani M., Murino V., “Recursive Segmentation Based on Higher Order Statistics in Thermal Imaging Pedestrian Detection”, 5th Int’l Symposium on Communications, Control and Signal Processing ISCCSP 2012, Rome, Italy, 2012. 

L. Bazzani, N. de Freitas, H. Larochelle, V. Murino, and J-A Ting, “Learning attentional policies for object tracking and recognition in video with deep networks”, International Conference on Machine Learning ICML 2011.

M.Cristani, G.Paggetti, A. Vinciarelli, L.Bazzani, G.Menegaz, V.Murino, Towards Computational Proxemics: Inferring Social Relations from Interpersonal Distances, SOCIALCOM 2011, Boston, October 2011.
 
M.Cristani, A. Pesarin, A.Vinciarelli, M.Crocco, V.Murino, Look at Who's Talking, Workshop of Interactive Human Behavior Analysis in Open or Public Spaces INTERHUB 2011, Amsterdam, Nov. 2011.
 
R. Raghavendra, A. Del Bue, M. Cristani and V. Murino, Abnormal Crowd Behavior Detection by Social Force Optimization, Int’l. Workshop on Human Behavior Understanding HBU 2011, Amsterdam, Nov. 2011
 
R. Raghavendra, A. Del Bue, M. Cristani and V. Murino, Optimizing Interaction Force for Global Anomaly Detection in Crowded Scenes, 1st IEEE Workshop on Modeling, Simulation and Visual Analysis of Large Crowds, Barcellona, Nov. 2011.
 
Smeraldi F., Bicego M., Cristani M. and Murino V., “CLOOSTING: CLustering data with bOOSTING”, 10th International Workshop on Multiple Classifier Systems MCS 2011, Naples, Italy, June 2011.
 
Cristani M., Bazzani L., Paggetti G., Fossati A., Tosato D., Del Bue A., Menegaz G. and Murino V., “Social interaction discovery by statistical analysis of F-formations”, 22nd British Machine Vision Conference BMVC 2011, Dundee, UK, Aug. 2011.
 
Cheng D. S., Cristani M., Stoppa M., Bazzani L. and Murino V., “Custom Pictorial Structures for Re-identification”, 22nd British Machine Vision Conference BMVC 2011, Dundee, UK, Aug. 2011.
 
Martelli S., Tosato D., Cristani M. and Murino V., “FPGA-Based Pedestrian Detection Using Array of Covariance Features”, ACM/IEEE International Conference on Distributed Smart Cameras ICDSC 2011, Gent, Belgium, Aug. 2011.
 
Martelli S., Tosato D., Cristani M. and Murino V., “Fast FPGA-Based Architecture for Pedestrian Detection Based on Covariance Matrices”, 18th IEEE International Conference on Image Processing ICIP 2011, Brussels, Sept. 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", Int. Conf. on Pattern Recognition in Bioinformatics PRIB 2011, Delft, Nov. 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", 16th Iberoamerican Congress on Pattern Recognition CIARP 2011, Pucon, Chile, 2011.
 
M. Bicego, A. D. Favia, P. Bisignano, A. Cavalli, V. Murino: "An innovative protocol for comparing protein binding sites via atomic grid maps", Int. Conf. on Knowledge Discovery and Information Retrieval KDIR 2011, Paris, Oct. 2011.

Ulas A., Castellani U., Murino V., Bellani M., Tansella M., Brambilla P., “Heat Diffusion Based Dissimilarity Analysis for Schizophrenia Classification”, 6th IAPR Int. Conf. on Pattern Recognition in Bioinformatics PRIB 2011, Delft, Nov. 2011.

N. Jojic, A. Perina, V.Murino, "Structural Epitome: A way to summarize one's visual experience”, Neural Information Processing Systems NIPS 2010, Vancouver, Canada, Dec. 2010.

M.Cristani, A.Pesarin, C.Drioli, A.Rodà, M. Grapulin, V.Murino, N.Sebe. “Toward an Automatically Generated Soundtrack from Low-level Cross-modal Correlations for Automotive Scenarios”, ACM Multimedia conference 2010, Florence, Oct. 2010 (full paper).

D. Tosato, M. Farenzena, M.Cristani, V. Murino “Part-based human detection on Riemannian manifolds”, IEEE Int’l Conf. on Image Processing ICIP 2010, Hong Kong, Sept. 2010.

L. Bazzani, M. Cristani, V. Murino, “Collaborative particle filters for group tracking”,  IEEE Int’l Conf. on Image Processing ICIP 2010, Hong Kong, Sept. 2010.

S. Martelli, D. Tosato, M. Farenzena, M. Cristani, V. Murino, “An FPGA-based Classification Architecture on Riemannian Manifolds”, DEXA Workshop on Interactive Multimodal Pattern Recognition in Embedded SystemS, Bilbao, Sept. 2010. Best conference paper

A. Pesarin, P. Calanca, V. Murino, M. Cristani, “A generative score space for statistical dialog characterization in social signaling”, Int’l Workshop on Structural and Syntactic Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR 2010, Cesme, Turkey, August 2010.

A. Martins, M. Bicego, V. Murino, P. Aguiar, M. Figueiredo, "Information theoretical kernels for generative embeddings based on Hidden Markov Models", Int’l Workshop on Structural and Syntactic Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR 2010, Cesme, Turkey, August 2010.

L. Bazzani, M. Cristani, M. Farenzena, A. Perina, V.Murino, “Multiple-shot person re-identification by HPE signature”, Int’l Conf. on Pattern Recognition ICPR 2010, Istanbul, Turkey, August 2010. IBM Best Student Paper Award (Track: Computer Vision)

D. Tosato, M. Farenzena, M. Cristani, V. Murino, “A re-evaluation of pedestrian detection on Riemannian manifolds”, Int’l Conf. on Pattern Recognition ICPR 2010, Istanbul, Turkey, August 2010.

A. Perina, M. Cristani, V. Murino, “2LDA: segmentation for recognition”, Int’l Conf. on Pattern Recognition ICPR 2010, Istanbul, Turkey, August 2010.

M. Bicego, A. Martins, V. Murino, P. Aguiar, M. Figueiredo, "2D shape recognition using information theoretic kernels", Int’l Conf. on Pattern Recognition ICPR 2010, Istanbul, Turkey, August 2010.

A. Carli, M. Bicego, S. Baldo, V. Murino, "Nonlinear mappings for generative kernels on latent variable models", Int’l Conf. on Pattern Recognition ICPR 2010, Istanbul, Turkey, August 2010.

M. Cristani, V.Murino, A. Vinciarelli, “Socially intelligent surveillance and monitoring: analysing social dimensions of physical space”, 1st Int’l Workshop on Socially Intelligent Surveillance and Monitoring, SISM 2010, San Francisco, USA, June 2010.

M. Farenzena, L. Bazzani, A. Perina, M. Cristani, V. Murino, “Person re-identification by symmetry-driven accumulation of local features”, IEEE Conference on Computer Vision and Pattern Recognition CVPR 2010, San Francisco, USA, June 2010.

A. Carli, U. Castellani, M. Bicego, V. Murino, "Dissimilarity-based Representation for Local Parts", Workshop on Cognitive Information Processing, CIP 2010, June 2010.

A. Perina, M.Cristani, V.Murino, N.Jojic, “Free energy score space”, Neural Information Processing Systems NIPS 2009, Vancouver, Canada, Dec. 2009.

M. Farenzena, A. Tavano, L. Bazzani, D. Tosato, G.Paggetti, G. Menegaz, V. Murino, M.Cristani, “Social Interactions by Visual Focus of Attention in a Three-Dimensional Environment”,  Wks on Pattern Recognition and Artificial Intelligence for Human Behaviour Analysis (PRAI*HBA), Reggio Emilia, Italy, Dec. 2009.

L.Bazzani, M.Cristani, M.Bicego, V.Murino, “Online Subjective Feature Selection for Occlusion Management in Tracking Applications”, Int’l Conf. on Image Processing ICIP ‘09, Il Cairo, Egypt, Nov. 2009. 

A.Perina, M.Cristani, U. Castellani, V.Murino, N.Jojic, “A hybrid generative/discriminative classification framework based on free-energy terms”, Int’l Conf. on Computer Vision ICCV 2009, Kyoto, Japan, Oct. 2009.

A.Carli, M.Bicego, S.Baldo, V.Murino, “Non-linear Generative Embeddings for Kernels on Latent Variable Models”, ICCV workshop Subspace 2009, Kyoto, Japan, Sept. 2009.

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”, MICCAI Workshop on Probabilistic Models for Medical Image Analysis (PMMIA 2009), London, UK, Sept. 2009.

D.S. Cheng, M. Bicego, U. Castellani, S. Cerruti, M. Bellani, G. Rambaldelli, M. Atzori, P. Brambilla, V. Murino, “Schizophrenia classification using regions of interest in brain MRI”, Wks. in Intelligent Data Analysis in Biomedicine and Pharmacology IDAMAP 2009, July 2009.

D. S. Cheng, M. Cristani, V. Murino, “Distillation: a super-resolution approach for the selective analysis of noisy and unconstrained video”, in Machine Learning for Human Motion Analysis, L.Wang , L.Cheng, G.Zhao, eds., IGI Global , 2009 (book chapter).

A. Daducci, U. Castellani, M. Cristani, P. Farace, P. Marzola, A. Sbarbati, V. Murino, “Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment”, Artificial Intelligence in Medicine AIME 2009, Lecture Notes in Artificial Intelligence Vol. 5651/2009, July 2009, pp. 385-389.


 

Contributions on books

M. Cristani, V. Murino, “Socially-Driven Computer Vision for Group Behavior Analysis”, In Registration and Recognition in Images and Videos, Studies in Computational Intelligence, R. Cipolla, S. Battiato, G.M. Farinella (Eds.), Springer, Volume 532, 2014, pp. 223-256. Book chapter

R. Raghavendra, M. Cristani, A. Del Bue, E. Sangineto, V. Murino, "Anomaly detection in crowded scenes: a novel framework based on Swarm Optimization and Social Force Modeling", In Modeling, Simulation and Visual Analysis of Large Crowds, A Multidisciplinary Perspective, S. Ali, K. Nishino, D. Manocha, and M. Shah (Eds.), Vol. 11, Springer, 2013. Book chapter

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 Mental Illness", in Similarity-based Pattern Analysis and Recognition, M. Pelillo Eds., Springer, 2013. Book chapter

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", in Similarity-based Pattern Analysis and Recognition, M. Pelillo Eds., Springer, 2013. Book chapter

L.Bazzani, M. Cristani, V. Murino, "SDALF: Modeling Human Appearance with Symmetry-Driven Accumulation of Features", In Person Re-Identification, S. Gong, M. Cristani, S. Yan, C.C. Loy (Eds.), Springer, 2013. Book chapter

I. Barros Barbosa, M. Cristani, A. Del Bue, L. Bazzani, V. Murino, Re-identification with RGB-D sensors”, in Computer Vision - ECCV 2012. Workshops and Demonstrations, Lecture Notes in Computer Science 7583, A. Fusiello, V. Murino, R. Cucchiara Eds. (1st Int’l Wks. on Re-Identification Re-Id 2012, Florence, Italy), pp. 433-442, Springer, 2012.

L. Bazzani, M. Cristani, G. Pagetti, D. Tosato, G. Menegaz, and V. Murino, “Analyzing groups: a social signaling perspective”, In Video Analytics for Business Intelligence, Studies in Computational Intelligence. Springer-Verlag, 2012. Book chapter

Satta R., Fumera G., Roli F., Cristani M., Murino V., “Multiple Component Matching Framework for Person Re-Identification”, in LNCS 6979, 16th International Conference on Image Analysis and Processing ICIAP 2011), 2011.

Schuffler P., Ulas A., Castellani U., Murino V., “A multiple kernel learning algorithm for cell nucleus classification of renal cell carcinoma”, in LNCS 6978 (IEEE International Conference on Image Analysis and Processing ICIAP 2011), pp. 413-422, 2011.

Gonen M., Ulas A., Schuffler P., Castellani U., Murino V., “Combining Data Sources Nonlinearly for Cell Nucleus Classification of Renal Cell Carcinoma”, in LNCS 7005 (1st Int. Workshop on Similarity-based Pattern Analysis and Recognition SIMBAD 2011), Springer, pp. 250-260, 2011

A. Ulas, P. Schuffler, M. Bicego, U. Castellani, V. Murino: "Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma", in LNCS 7005 (Int. Workshop on Similarity-based Pattern Recognition SIMBAD 2011), pp. 77-89, 2011.

Castellani U., Mirtuono P., Murino V., Bellani M., Rambaldelli G., Tansella M. and Brambilla P., “A New Shape Diffusion Descriptor For Brain Classification”, in Lecture Notes in Computer Science 6892 (Medical Image Computing and Computer-Assisted Intervention MICCAI 2011), pp. 426-433, 2011.

D.Tosato, M. Farenzena, M.Cristani, M.Spera, V.Murino. Multi-class Classification on Riemannian Manifolds for Video Surveillance. In Computer Vision ECCV 2010, Lecture Notes in Computer Science 6312, K.Daniilidis, P.Maragos, N.Paragios Eds., pp. 378-391, 2010. Oral presentation (3,2% acceptance rate for orals)

A.Perina, N.Jojic, U.Castellani, M.Cristani, V.Murino. Object Recognition with Hierarchical Stel Models. In Computer Vision ECCV 2010, Lecture Notes in Computer Science 6316, K.Daniilidis, P.Maragos, N.Paragios Eds., pp. 15-28, 2010. Oral presentation (3,2% acceptance rate for orals)

U. Castellani, A. Perina, V. Murino, M. Bellani, G. Rambaldelli, M. Tansella and P. Brambilla, "Brain Morphometry by Probabilistic Latent Semantic Analysis", Medical Image Computing and Computer-Assisted Intervention, MICCAI 2010, Lecture Notes in Computer Science, Vol. 6362/2010, pp.177-184.

A.Perina, P.Lovato, V. Murino, M. Bicego, “Biologically-aware Latent Dirichlet Allocation (BaLDA) for the Classification of Expression Microarray”, in Lecture Notes on Bioinformatics, LNBI 6282, T.M.H. Dijkstra et al. Eds., Springer (5th IAPR Int’l Conf on Pattern Recognition in Bioinformatics PRIB 2010), 2010, pp. 230–241.

D.S. Cheng, M. Cristani, V. Murino, “Distillation: a super-resolution approach for the selective analysis of noisy and unconstrained video”, in Machine Learning for Human Motion Analysis, L.Wang , L.Cheng , G.Zhao, eds., IGI Global , 2009 (book chapter).

M.Bicego, M.Cristani, V.Murino, E.Pekalska, R.P.W.Duin, “Clustering-based construction of Hidden Markov Models for Generative Kernels”, in Lecture Notes in Computer Science 5681, D.Cremers, Y.Boykov, A.Blake, R.Schmidt Eds. (Int’l Wks. on Energy Minization Methods in Computer Vision and Pattern Recognition EMMCVPR 2009, Bonn, Germany), pp. 466-479, Sept. 2009.

U. Castellani, E. Rossato, V. Murino, M. Bellani, G. Rambaldelli, M. Tansella, P. Brambilla, “Local Kernel for brains classification in Schizophrenia”, in Lecture Notes in Computer Science 5883/2009, XI Conference on Italian Association for Artificial Intelligence 2009,  Reggio Emilia, Italy, pp. 112-121, Dec. 2009.

A. Perina, M.Cristani, U.Castellani, V.Murino, “A New Generative Feature Set Based on Entropy Distance for Discriminative Classification”, in Lecture Notes in Computer Science (Image Analysis and Processing, ICIAP 2009), LNCS 5716, P.Foggia, C.Sansone, M. Vento Eds., Springer, pp. 199-208, 2009.

A. Daducci, U. Castellani, M. Cristani, P. Farace, P. Marzola, A. Sbarbati, V. Murino, “Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment”, in Lecture Notes in Artificial Intelligence Vol. 5651/2009, Artificial Intelligence in Medicine AIME 2009, Springer,  pp. 385-389, July 2009.



 



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Last Revision: 5 February 2015