RECENT PUBLICATIONS
THIS PAGE IS NOT UPDATED
PUBLICATIONS UPDATED ON DBLP
OTHER INFO on the PAVIS webpage
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.
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).
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.
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
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.
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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Revision: 5 February 2015