RECENT PUBLICATIONS (download my CV and main
publications, updated at January 2013, and the complete list of publications)
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
D. Tosato, M. Spera, M, Cristani, V.Murino, “Characterizing
humans on Riemannian manifolds”, IEEE Transactions
on Pattern Analysis and Machine Intelligence, 2013. In press
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. Pagetti, G. Menegaz, and V. Murino. Social
interactions by visual focus of attention in a three-dimensional environment. Expert Systems, 2012. In press.
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
L. 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.
M. Hà 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, Zürich, 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, Pucòn, 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
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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