Map-Driven Image Interpretation by Associative Model Indexing. - Gian Luca Foresti; Vittorio Murino; Carlo S. Regazzoni; Rodolfo Zunino (MVA, 1990)

Three-dimensional reconstruction and lateral views in optical microscopy. - Tullio Tommasi; Bruno Bianco; Vittorio Murino; Alessandra Oneto; Alberto Diaspro (VCIP, 1990)

A numerical and symbolic fusion method for interpretation of image sequence. - Fabio Arduini; R. Cabri; Gian Luca Foresti; Vittorio Murino; Carlo S. Regazzoni (ICASSP, 1991)

Distributed Belief Revision for Adaptive Image Processing Regulation. - Vittorio Murino; Massimiliano F. Peri; Carlo S. Regazzoni (ECCV, 1992)

Multilevel GMRF-based segmentation of image sequences. - Carlo S. Regazzoni; Vittorio Murino (ICPR (2), 1992)

Distributed spatial reasoning for multisensory image interpretation. - Gian Luca Foresti; Vittorio Murino; Carlo S. Regazzoni; Gianni Vernazza (Signal Process., 1993)

Underwater 3D Imaging by FFT Dynamic Focusing Beamforming. - Vittorio Murino; Andrea Trucco (ICIP (1), 1994)

Simulated annealing approach for the design of unequally spaced arrays. - Vittorio Murino (ICASSP, 1995)

Restoration of Noisy Underwater Acoustic Images Using Markov Random Fields. - Vittorio Murino; Enrico Frumento; Flavio Gabino (ICIAP, 1995)

Robust Features for Textures in Additive Noise. - Cinthya Ottonello; Sergio Pagnan; Vittorio Murino (ICIAP, 1995)

A Multilevel Fusion Approach to Object Identification in Outdoor Road Scenes. - Vittorio Murino; Carlo S. Regazzoni; Gian Luca Foresti; Gianni Vernazza (Int. J. Pattern Recognit. Artif. Intell., 1995)

Texture analysis: Comparison of autocorrelation-based with cumulant-based approaches. - Vittorio Murino; Cinthya Ottonello; Sergio Pagnan; Andrea Trucco (EUSIPCO, 1996)

Spurious effects reduction by the reconstruction of acoustic images from bispectrum. - Andrea Trucco; Cinthya Ottonello; Vittorio Murino (ICIP (3), 1996)

Grouping as a Searching Process for Minimum-Energy Configurations of Labelled Random Fields. - Vittorio Murino; Carlo S. Regazzoni; Gian Luca Foresti (Comput. Vis. Image Underst., 1996)

Adaptive camera regulation for investigation of real scenes. - Vittorio Murino; Gian Luca Foresti; Carlo S. Regazzoni (IEEE Trans. Ind. Electron., 1996)

A distributed probabilistic system for adaptive regulation of image processing parameters. - Vittorio Murino; Gian Luca Foresti; Carlo S. Regazzoni (IEEE Trans. Syst. Man Cybern. Part B, 1996)

Synthesis of unequally spaced arrays by simulated annealing. - Vittorio Murino; Andrea Trucco; Carlo S. Regazzoni (IEEE Trans. Signal Process., 1996)

Integration of Confidence Information by Markov Random Fields for Reconstruction of Underwater 3D Acoustic Images. - Vittorio Murino (EMMCVPR, 1997)

Integration of Optical and Acoustical Imaging Sensors for Underwater Applications. - Goffredo G. Pieroni; Gian Luca Foresti; Vittorio Murino (ICIAP (2), 1997)

Object Pose Estimation in Underwater Acoustic Images. - Vittorio Murino; Gian Luca Foresti; Andrea Trucco (ICIP (1), 1997)

A Belief-Based Approach for Adaptive Image Processing. - Vittorio Murino; Gian Luca Foresti; Carlo S. Regazzoni (Int. J. Pattern Recognit. Artif. Intell., 1997)

Markov-based methodology for the restoration of underwater acoustic images. - Vittorio Murino; Andrea Trucco (Int. J. Imaging Syst. Technol., 1997)

2D into 3D Hough-space mapping for planar object pose estimation. - Vittorio Murino; Gian Luca Foresti (Image Vis. Comput., 1997)

Beam pattern formulation and analysis for wide-band beamforming systems using sparse arrays. - Vittorio Murino; Andrea Trucco; Alessandra Tesei (Signal Process., 1997)

Edge/Region-Based Segmentation and Reconstruction of Underwater Acoustic Images by Markov Random Fields. - Vittorio Murino; Andrea Trucco (CVPR, 1998)

Virtual environment generation by CAD-based methodology for underwater vehicle navigation. - Leila De Floriani; Vittorio Murino; Goffredo G. Pieroni; Enrico Puppo (EUSIPCO, 1998)

A Probabilistic Approach to the Coupled Reconstruction and Restoration of Underwater Acoustic Images. - Vittorio Murino; Andrea Trucco; Carlo S. Regazzoni (IEEE Trans. Pattern Anal. Mach. Intell., 1998)

Noisy texture classification: A higher-order statistics approach. - Vittorio Murino; Cinthya Ottonello; Sergio Pagnan (Pattern Recognit., 1998)

Structured neural networks for pattern recognition. - Vittorio Murino (IEEE Trans. Syst. Man Cybern. Part B, 1998)

Virtual Environment Modeling by Integrated Optical and Acoustic Sensing. - Andrea Fusiello; Riccardo Giannitrapani; V. Isaia; Vittorio Murino (3DIM, 1999)

Three-Dimensional Skeleton Extraction by Point Set Contraction. - Riccardo Giannitrapani; Vittorio Murino (ICIP (1), 1999)

Augmented Representation of Underwater Scenes by Segmentation and Reconstruction of 3D Acoustic Images. - Riccardo Giannitrapani; Vittorio Murino (ICMCS, Vol. 2, 1999)

A confidence-based approach to enhancing underwater acoustic image formation. - Vittorio Murino; Andrea Trucco (IEEE Trans. Image Process., 1999)

Augmented Reality by Integrating Multiple Sensory Modalities for Underwater Scene Understanding. - Vittorio Murino; Andrea Fusiello (Confluence of Computer Vision and Computer Graphics, 2000)

3D Mosaicing for Environment Reconstruction. - Vittorio Murino; Andrea Fusiello; Nicola Iuretigh; Enrico Puppo (ICPR, 2000)

Underwater Computer Vision and Pattern Recognition. - Vittorio Murino; Andrea Trucco (Comput. Vis. Image Underst., 2000)

Three-dimensional image generation and processing in underwater acoustic vision. - Vittorio Murino; Andrea Trucco (Proc. IEEE, 2000)

Reconstruction of Complex Environments by Robust Pre-aligned ICP. - Vittorio Murino; Lucca Ronchetti; Umberto Castellani; Andrea Fusiello (3DIM, 2001)

Designing the Minimal Structure of Hidden Markov Model by Bisimulation. - Manuele Bicego; Agostino Dovier; Vittorio Murino (EMMCVPR, 2001)

Relaxing Symmetric Multiple Windows Stereo Using Markov Random Fields. - Andrea Fusiello; Umberto Castellani; Vittorio Murino (EMMCVPR, 2001)

2D Shape Recognition by Hidden Markov Models. - Manuele Bicego; Vittorio Murino (ICIAP, 2001)

Model Tracking for Video-Based Virtual Reality. - Alberto Valinetti; Andrea Fusiello; Vittorio Murino (ICIAP, 2001)

Disparity map restoration by integration of confidence in Markov random fields models. - Andrea Fusiello; Umberto Castellani; Vittorio Murino (ICIP (2), 2001)

Artificial Neural Networks for Image Analysis and Computer Vision. - Vittorio Murino; Gianni Vernazza (Image Vis. Comput., 2001)

Reconstruction and segmentation of underwater acoustic images combining confidence information in MRF models. - Vittorio Murino (Pattern Recognit., 2001)

A Tensor Voting Approach for the Hierarchical Segmentation of 3-D Acoustic Images. - Linmi Tao; Vittorio Murino; Gérard G. Medioni (3DPVT, 2002)

Model Acquisition by Registration of Multiple Acoustic Range Views. - Andrea Fusiello; Umberto Castellani; Lucca Ronchetti; Vittorio Murino (ECCV (2), 2002)

Registration of very time-distant aerial images. - Vittorio Murino; Umberto Castellani; Alberto Etrari; Andrea Fusiello (ICIP (3), 2002)

A Multimodal Electronic Travel Aid Device. - Andrea Fusiello; Antonello Panuccio; Vittorio Murino; Federico Fontana; Davide Rocchesso (ICMI, 2002)

A Cross-Modal Electronic Travel Aid Device. - Federico Fontana; Andrea Fusiello; Michele Gobbi; Vittorio Murino; Davide Rocchesso; Luca Sartor; Antonello Panuccio (Mobile HCI, 2002)

A Hidden Markov Model-Based Approach to Sequential Data Clustering. - Antonello Panuccio; Manuele Bicego; Vittorio Murino (SSPR/SPR, 2002)

Parallax-Based View Synthesis from Uncalibrated Images. - Stefano Caldrer; Sara Ceglie; Andrea Fusiello; Vittorio Murino (VMV, 2002)

Registration of Multiple Acoustic Range Views for Underwater Scene Reconstruction. - Umberto Castellani; Andrea Fusiello; Vittorio Murino (Comput. Vis. Image Underst., 2002)

3D Face Recognition Using Stereoscopic Vision. - Umberto Castellani; Manuele Bicego; Gianluca Iacono; Vittorio Murino (Advanced Studies in Biometrics, 2003)

Watershed-Based Unsupervised Clustering. - Manuele Bicego; Marco Cristani; Andrea Fusiello; Vittorio Murino (EMMCVPR, 2003)

Using hidden Markov models and wavelets for face recognition. - Manuele Bicego; Umberto Castellani; Vittorio Murino (ICIAP, 2003)

View synthesis from uncalibrated images using parallax. - Andrea Fusiello; Stefano Caldrer; Sara Ceglie; Nikolaus Mattern; Vittorio Murino (ICIAP, 2003)

Automatic road extraction from aerial images by probabilistic contour tracking. - Manuele Bicego; Silvio Dalfini; Gianni Vernazza; Vittorio Murino (ICIP (3), 2003)

Mosaic of a video shot with multiple moving objects. - Andrea Fusiello; Michele Aprile; Roberto Marzotto; Vittorio Murino (ICIP (2), 2003)

Similarity-Based Clustering of Sequences Using Hidden Markov Models. - Manuele Bicego; Vittorio Murino; Mário A. T. Figueiredo (MLDM, 2003)

Face recognition with Multilevel B-Splines and Support Vector Machines. - Manuele Bicego; Gianluca Iacono; Vittorio Murino (WBMA@MM, 2003)

A sequential pruning strategy for the selection of the number of states in hidden Markov models. - Manuele Bicego; Vittorio Murino; Mário A. T. Figueiredo (Pattern Recognit. Lett., 2003)

Special issue on 3-D image analysis and modeling. - Hongbin Zha; Hideo Saito 001; Vittorio Murino; Andrea Fusiello (IEEE Trans. Syst. Man Cybern. Part B, 2003)

Robust 3D Segmentation for Underwater Acoustic Images. - Linmi Tao; Umberto Castellani; Vittorio Murino (3DPVT, 2004)

High Resolution Video Mosaicing with Global Alignment. - Roberto Marzotto; Andrea Fusiello; Vittorio Murino (CVPR (1), 2004)

Audio-Video Integration for Background Modelling. - Marco Cristani; Manuele Bicego; Vittorio Murino (ECCV (2), 2004)

On-Line Adaptive Background Modelling for Audio Surveillance. - Marco Cristani; Manuele Bicego; Vittorio Murino (ICPR (2), 2004)

Statistical Classification of Raw Textile Defects. - Vittorio Murino; Manuele Bicego; Ivan A. Rossi (ICPR (4), 2004)

Distilling information with super-resolution for video surveillance. - Marco Cristani; Dong Seon Cheng; Vittorio Murino; Donato Pannullo (VSSN@MM, 2004)

Investigating Hidden Markov Models' Capabilities in 2D Shape Classification. - Manuele Bicego; Vittorio Murino (IEEE Trans. Pattern Anal. Mach. Intell., 2004)

Similarity-based classification of sequences using hidden Markov models. - Manuele Bicego; Vittorio Murino; Mário A. T. Figueiredo (Pattern Recognit., 2004)

Augmented Scene Modeling and Visualization by Optical and Acoustic Sensor Integration. - Andrea Fusiello; Vittorio Murino (IEEE Trans. Vis. Comput. Graph., 2004)

Towards Information Visualization and Clustering Techniques for MRI Data Sets. - Umberto Castellani; Carlo Combi; Pasquina Marzola; Vittorio Murino; Andrea Sbarbati; Marco Zampieri (AIME, 2005)

Wavelet-based Processing of EEG Data for Brain-Computer Interfaces. - Dong Seon Cheng; Vito D'Amato; Vittorio Murino (CVPR Workshops, 2005)

Automatic Updating of Urban Vector Maps. - S. Ceresola; Andrea Fusiello; Manuele Bicego; Alberto Belussi; Vittorio Murino (ICIAP, 2005)

Optimal Parameter Estimation for MRF Stereo Matching. - Riccardo Gherardi; Umberto Castellani; Andrea Fusiello; Vittorio Murino (ICIAP, 2005)

Uncalibrated interpolation of rigid displacements for view synthesis. - Andrea Colombari; Andrea Fusiello; Vittorio Murino (ICIP (1), 2005)

Exemplar-based background model initialization. - Andrea Colombari; Marco Cristani; Vittorio Murino; Andrea Fusiello (VSSN@MM, 2005)

A supervised data-driven approach for microarray spot quality classification. - Manuele Bicego; Maria Rosario Martinez; Vittorio Murino (Pattern Anal. Appl., 2005)

A Hidden Markov Model approach for appearance-based 3D object recognition. - Manuele Bicego; Umberto Castellani; Vittorio Murino (Pattern Recognit. Lett., 2005)

A complete system for on-line 3D modelling from acoustic images. - Umberto Castellani; Andrea Fusiello; Vittorio Murino; Laura Papaleo; Enrico Puppo; Massimiliano Pittore (Signal Process. Image Commun., 2005)

Background Initialization in Cluttered Sequences. - Andrea Colombari; Andrea Fusiello; Vittorio Murino (CVPR Workshops, 2006)

Audio-Visual Foreground Extraction for Event Characterization. - Marco Cristani; Manuele Bicego; Vittorio Murino (CVPR Workshops, 2006)

3D Data Segmentation Using a Non-Parametric Density Estimation Approach. - Umberto Castellani; Marco Cristani; Vittorio Murino (Eurographics Italian Chapter Conference, 2006)

Acoustic Range Image Segmentation by Effective Mean Shift. - Umberto Castellani; Marco Cristani; Vittorio Murino (ICIP, 2006)

Adaptive Feature Integration for Segmentation of 3D Data by Unsupervised Density Estimation. - Marco Cristani; Umberto Castellani; Vittorio Murino (ICPR (4), 2006)

Clustering Under Prior Knowledge with Application to Image Segmentation. - Mário A. T. Figueiredo; Dong Seon Cheng; Vittorio Murino (NIPS, 2006)

Unsupervised scene analysis: A hidden Markov model approach. - Manuele Bicego; Marco Cristani; Vittorio Murino (Comput. Vis. Image Underst., 2006)

Similarity-based pattern recognition. - Manuele Bicego; Vittorio Murino; Marcello Pelillo; Andrea Torsello (Pattern Recognit., 2006)

Sparseness Achievement in Hidden Markov Models. - Manuele Bicego; Marco Cristani; Vittorio Murino (ICIAP, 2007)

Video Objects Segmentation by Robust Background Modeling. - Andrea Colombari; Andrea Fusiello; Vittorio Murino (ICIAP, 2007)

Natural scenes categorization by hierarchical extraction of typicality patterns. - Alessandro Perina; Marco Cristani; Vittorio Murino (ICIAP, 2007)

A spatial sampling mechanism for effective background subtraction. - Marco Cristani; Vittorio Murino (VISAPP (2), 2007)

Unsupervised Haplotype Reconstruction and LD Blocks Discovery in a Hidden Markov Framework. - Alessandro Perina; Marco Cristani; Giovanni Malerba; Luciano Xumerle; Vittorio Murino; Pier Franco Pignatti (WILF, 2007)

Automatic selection of MRF control parameters by reactive tabu search. - Umberto Castellani; Andrea Fusiello; Riccardo Gherardi; Vittorio Murino (Image Vis. Comput., 2007)

Segmentation and tracking of multiple video objects. - Andrea Colombari; Andrea Fusiello; Vittorio Murino (Pattern Recognit., 2007)

Audio-Visual Event Recognition in Surveillance Video Sequences. - Marco Cristani; Manuele Bicego; Vittorio Murino (IEEE Trans. Multim., 2007)

Content visualization and management of geo-located image databases. - Marco Cristani; Alessandro Perina; Umberto Castellani; Vittorio Murino (CHI Extended Abstracts, 2008)

Unsupervised Learning of Saliency Concepts for Natural Image Classification and Retrieval. - Alessandro Perina; Marco Cristani; Vittorio Murino (CIARP, 2008)

HMM-based geometric signatures for compact 3D face representation and matching. - Umberto Castellani; Marco Cristani; X. Lu; Vittorio Murino; Anil K. Jain 001 (CVPR Workshops, 2008)

Geo-located image analysis using latent representations. - Marco Cristani; Alessandro Perina; Umberto Castellani; Vittorio Murino (CVPR, 2008)

A statistical signature for automatic dialogue classification. - Anna Pesarin; Marco Cristani; Vittorio Murino; Carlo Drioli; Alessandro Perina; Alessandro Tavano (ICPR, 2008)

Geo-located Image Grouping Using Latent Descriptions. - Marco Cristani; Alessandro Perina; Vittorio Murino (ICVS, 2008)

Background Subtraction with Adaptive Spatio-Temporal Neighborhood Analysis. - Marco Cristani; Vittorio Murino (VISAPP (2), 2008)

Visual MRI: Merging information visualization and non-parametric clustering techniques for MRI dataset analysis. - Umberto Castellani; Marco Cristani; Carlo Combi; Vittorio Murino; Andrea Sbarbati; Pasquina Marzola (Artif. Intell. Medicine, 2008)

Sparse points matching by combining 3D mesh saliency with statistical descriptors. - Umberto Castellani; Marco Cristani; Simone Fantoni; Vittorio Murino (Comput. Graph. Forum, 2008)

Local Kernel for Brains Classification in Schizophrenia. - Umberto Castellani; E. Rossato; Vittorio Murino; Marcella Bellani; Gianluca Rambaldelli; Michele Tansella; Paolo Brambilla (AI*IA, 2009)

Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment. - Alessandro Daducci; Umberto Castellani; Marco Cristani; Paolo Farace; Pasquina Marzola; Andrea Sbarbati; Vittorio Murino (AIME, 2009)

Auditory dialog analysis and understanding by generative modelling of interactional dynamics. - Marco Cristani; Anna Pesarin; Carlo Drioli; Alessandro Tavano; Alessandro Perina; Vittorio Murino (CVPR Workshops, 2009)

Stel component analysis: Modeling spatial correlations in image class structure. - Nebojsa Jojic; Alessandro Perina; Marco Cristani; Vittorio Murino; Brendan J. Frey (CVPR, 2009)

Clustering-Based Construction of Hidden Markov Models for Generative Kernels. - Manuele Bicego; Marco Cristani; Vittorio Murino; Elzbieta Pekalska; Robert P. W. Duin (EMMCVPR, 2009)

A hybrid generative/discriminative classification framework based on free-energy terms. - Alessandro Perina; Marco Cristani; Umberto Castellani; Vittorio Murino; Nebojsa Jojic (ICCV, 2009)

Non-linear generative embeddings for kernels on latent variable models. - Anna C. Carli; Manuele Bicego; Sisto Baldo; Vittorio Murino (ICCV Workshops, 2009)

Towards a Subject-Centered Analysis for Automated Video Surveillance. - Michela Farenzena; Loris Bazzani; Vittorio Murino; Marco Cristani (ICIAP, 2009)

A New Generative Feature Set Based on Entropy Distance for Discriminative Classification. - Alessandro Perina; Marco Cristani; Umberto Castellani; Vittorio Murino (ICIAP, 2009)

Online subjective feature selection for occlusion management in tracking applications. - Loris Bazzani; Marco Cristani; Manuele Bicego; Vittorio Murino (ICIP, 2009)

Free energy score space. - Alessandro Perina; Marco Cristani; Umberto Castellani; Vittorio Murino; Nebojsa Jojic (NIPS, 2009)

Fully non-homogeneous hidden Markov model double net: A generative model for haplotype reconstruction and block discovery. - Alessandro Perina; Marco Cristani; Luciano Xumerle; Vittorio Murino; Pier Franco Pignatti; Giovanni Malerba (Artif. Intell. Medicine, 2009)

Distillation. - Dong Seon Cheng; Marco Cristani; Vittorio Murino (Machine Learning for Human Motion Analysis, 2010)

SHREC'10 Track: Feature Detection and Description. - Alexander M. Bronstein; Michael M. Bronstein; Benjamin Bustos; Umberto Castellani; Marco Cristani; Bianca Falcidieno; Leonidas J. Guibas; Iasonas Kokkinos; Vittorio Murino; Maks Ovsjanikov; Giuseppe Patanè 001; Ivan Sipiran; et al. (3DOR@Eurographics, 2010)

Dissimilarity-based representation for local parts. - Anna C. Carli; Umberto Castellani; Manuele Bicego; Vittorio Murino (CIP, 2010)

Socially intelligent surveillance and monitoring: Analysing social dimensions of physical space. - Marco Cristani; Vittorio Murino; Alessandro Vinciarelli (CVPR Workshops, 2010)

Person re-identification by symmetry-driven accumulation of local features. - Michela Farenzena; Loris Bazzani; Alessandro Perina; Vittorio Murino; Marco Cristani (CVPR, 2010)

FPGA-based robust ellipse estimation for circular road sign detection. - Samuele Martelli; Roberto Marzotto; Andrea Colombari; Vittorio Murino (CVPR Workshops, 2010)

An FPGA-based Classification Architecture on Riemannian Manifolds. - Samuele Martelli; Diego Tosato; Michela Farenzena; Marco Cristani; Vittorio Murino (DEXA Workshops, 2010)

Object Recognition with Hierarchical Stel Models. - Alessandro Perina; Nebojsa Jojic; Umberto Castellani; Marco Cristani; Vittorio Murino (ECCV (6), 2010)

Multi-class Classification on Riemannian Manifolds for Video Surveillance. - Diego Tosato; Michela Farenzena; Mauro Spera; Vittorio Murino; Marco Cristani (ECCV (2), 2010)

Collaborative particle filters for group tracking. - Loris Bazzani; Marco Cristani; Vittorio Murino (ICIP, 2010)

Combining free energy score spaces with information theoretic kernels: Application to scene classification. - Manuele Bicego; Alessandro Perina; Vittorio Murino; André F. T. Martins; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (ICIP, 2010)

Part-based human detection on Riemannian manifolds. - Diego Tosato; Michela Farenzena; Marco Cristani; Vittorio Murino (ICIP, 2010)

Multiple-Shot Person Re-identification by HPE Signature. - Loris Bazzani; Marco Cristani; Alessandro Perina; Michela Farenzena; Vittorio Murino (ICPR, 2010)

2D Shape Recognition Using Information Theoretic Kernels. - Manuele Bicego; André Filipe Torres Martins; Vittorio Murino; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (ICPR, 2010)

Nonlinear Mappings for Generative Kernels on Latent Variable Models. - Anna C. Carli; Manuele Bicego; Sisto Baldo; Vittorio Murino (ICPR, 2010)

2LDA: Segmentation for Recognition. - Alessandro Perina; Marco Cristani; Vittorio Murino (ICPR, 2010)

A Re-evaluation of Pedestrian Detection on Riemannian Manifolds. - Diego Tosato; Michela Farenzena; Marco Cristani; Vittorio Murino (ICPR, 2010)

Brain Morphometry by Probabilistic Latent Semantic Analysis. - Umberto Castellani; Alessandro Perina; Vittorio Murino; Marcella Bellani; Gianluca Rambaldelli; Michele Tansella; Paolo Brambilla (MICCAI (2), 2010)

Pervasive video analysis: workshop overview. - Hamid K. Aghajan; Marco Cristani; Vittorio Murino; Nicu Sebe (ACM Multimedia, 2010)

Toward an automatically generated soundtrack from low-level cross-modal correlations for automotive scenarios. - Marco Cristani; Anna Pesarin; Carlo Drioli; Vittorio Murino; Antonio Rodà; Michele Grapulin; Nicu Sebe (ACM Multimedia, 2010)

Structural epitome: a way to summarize one's visual experience. - Nebojsa Jojic; Alessandro Perina; Vittorio Murino (NIPS, 2010)

Biologically-aware Latent Dirichlet Allocation (BaLDA) for the Classification of Expression Microarray. - Alessandro Perina; Pietro Lovato; Vittorio Murino; Manuele Bicego (PRIB, 2010)

Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models. - André F. T. Martins; Manuele Bicego; Vittorio Murino; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (SSPR/SPR, 2010)

A Generative Score Space for Statistical Dialog Characterization in Social Signalling. - Anna Pesarin; Paolo Calanca; Vittorio Murino; Marco Cristani (SSPR/SPR, 2010)

A real-time versatile roadway path extraction and tracking on an FPGA platform. - Roberto Marzotto; Paul Zoratti; Daniele Bagni; Andrea Colombari; Vittorio Murino (Comput. Vis. Image Underst., 2010)

Background Subtraction for Automated Multisensor Surveillance: A Comprehensive Review. - Marco Cristani; Michela Farenzena; Domenico Bloisi; Vittorio Murino (EURASIP J. Adv. Signal Process., 2010)

Learning natural scene categories by selective multi-scale feature extraction. - Alessandro Perina; Marco Cristani; Vittorio Murino (Image Vis. Comput., 2010)

Look at Who's Talking: Voice Activity Detection by Automated Gesture Analysis. - Marco Cristani; Anna Pesarin; Alessandro Vinciarelli; Marco Crocco; Vittorio Murino (AmI Workshops, 2011)

Custom Pictorial Structures for Re-identification. - Dong Seon Cheng; Marco Cristani; Michele Stoppa; Loris Bazzani; Vittorio Murino (BMVC, 2011)

Social interaction discovery by statistical analysis of F-formations. - Marco Cristani; Loris Bazzani; Giulia Paggetti; Andrea Fossati; Diego Tosato; Alessio Del Bue; Gloria Menegaz; Vittorio Murino (BMVC, 2011)

Multimodal Schizophrenia Detection by Multiclassification Analysis. - Aydin Ulas; Umberto Castellani; Pasquale Mirtuono; Manuele Bicego; Vittorio Murino; Stefania Cerruti; Marcella Bellani; Manfredo Atzori; Gianluca Rambaldelli; Michele Tansella; Paolo Brambilla (CIARP, 2011)

Abnormal Crowd Behavior Detection by Social Force Optimization. - Ramachandra Raghavendra; Alessio Del Bue; Marco Cristani; Vittorio Murino (HBU, 2011)

An Innovative Protocol for Comparing Protein Binding Sites via Atomic Grid Maps. - Manuele Bicego; Angelo D. Favia; Paola Bisignano; Andrea Cavalli; Vittorio Murino (KDIR, 2011)

Optimizing interaction force for global anomaly detection in crowded scenes. - Ramachandra Raghavendra; Alessio Del Bue; Marco Cristani; Vittorio Murino (ICCV Workshops, 2011)

FPGA-based pedestrian detection using array of covariance features. - Samuele Martelli; Diego Tosato; Marco Cristani; Vittorio Murino (ICDSC, 2011)

Structure from Motion and Photometric Stereo for Dense 3D Shape Recovery. - Reza Sabzevari; Alessio Del Bue; Vittorio Murino (ICIAP (1), 2011)

A Multiple Component Matching Framework for Person Re-identification. - Riccardo Satta; Giorgio Fumera; Fabio Roli; Marco Cristani; Vittorio Murino (ICIAP (2), 2011)

A Multiple Kernel Learning Algorithm for Cell Nucleus Classification of Renal Cell Carcinoma. - Peter J. Schüffler; Aydin Ulas; Umberto Castellani; Vittorio Murino (ICIAP (1), 2011)

Fast FPGA-based architecture for pedestrian detection based on covariance matrices. - Samuele Martelli; Diego Tosato; Marco Cristani; Vittorio Murino (ICIP, 2011)

Learning attentional policies for tracking and recognition in video with deep networks. - Loris Bazzani; Nando de Freitas; Hugo Larochelle; Vittorio Murino; Jo-Anne Ting (ICML, 2011)

A Method for Asteroids 3D Surface Reconstruction from Close Approach Distances. - Luca Baglivo; Alessio Del Bue; Massimo Lunardelli; Francesco Setti; Vittorio Murino; Mariolino De Cecco (ICVS, 2011)

An Experimental Framework for Evaluating PTZ Tracking Algorithms. - Pietro Salvagnini; Marco Cristani; Alessio Del Bue; Vittorio Murino (ICVS, 2011)

CLOOSTING: CLustering Data with bOOSTING. - Fabrizio Smeraldi; Manuele Bicego; Marco Cristani; Vittorio Murino (MCS, 2011)

A New Shape Diffusion Descriptor for Brain Classification. - Umberto Castellani; Pasquale Mirtuono; Vittorio Murino; Marcella Bellani; Gianluca Rambaldelli; Michele Tansella; Paolo Brambilla (MICCAI (2), 2011)

Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels. - Manuele Bicego; Aydin Ulas; Peter J. Schüffler; Umberto Castellani; Vittorio Murino; André F. T. Martins; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (PRIB, 2011)

Heat Diffusion Based Dissimilarity Analysis for Schizophrenia Classification. - Aydin Ulas; Umberto Castellani; Vittorio Murino; Marcella Bellani; Michele Tansella; Paolo Brambilla (PRIB, 2011)

Combining Data Sources Nonlinearly for Cell Nucleus Classification of Renal Cell Carcinoma. - Mehmet Gönen; Aydin Ulas; Peter J. Schüffler; Umberto Castellani; Vittorio Murino (SIMBAD, 2011)

Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma. - Aydin Ulas; Peter J. Schüffler; Manuele Bicego; Umberto Castellani; Vittorio Murino (SIMBAD, 2011)

Towards Computational Proxemics: Inferring Social Relations from Interpersonal Distances. - Marco Cristani; Giulia Paggetti; Alessandro Vinciarelli; Loris Bazzani; Gloria Menegaz; Vittorio Murino (SocialCom/PASSAT, 2011)

Dissimilarity-based detection of schizophrenia. - Aydin Ulas; Robert P. W. Duin; Umberto Castellani; Marco Loog; Pasquale Mirtuono; Manuele Bicego; Vittorio Murino; Marcella Bellani; Stefania Cerruti; Michele Tansella; Paolo Brambilla (Int. J. Imaging Syst. Technol., 2011)

Statistical 3D Shape Analysis by Local Generative Descriptors. - Umberto Castellani; Marco Cristani; Vittorio Murino (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Generative modeling and classification of dialogs by a low-level turn-taking feature. - Marco Cristani; Anna Pesarin; Carlo Drioli; Alessandro Tavano; Alessandro Perina; Vittorio Murino (Pattern Recognit., 2011)

Multi-view Photometric Stereo Using Semi-isometric Mappings. - Reza Sabzevari; Alessio Del Bue; Vittorio Murino (3DIMPVT, 2012)

Stereo-Based Framework for Pedestrian Detection with Partial Occlusion Handling. - Samuele Martelli; Marco Cristani; Vittorio Murino (AVSS, 2012)

A Closed Form Solution for the Self-Calibration of Heterogeneous Sensors. - Marco Crocco; Alessio Del Bue; Igor Barros Barbosa; Vittorio Murino (BMVC, 2012)

Online Bayesian Non-parametrics for Social Group Detection. - Matteo Zanotto; Loris Bazzani; Marco Cristani; Vittorio Murino (BMVC, 2012)

Learning how to teach from "Videolectures": automatic prediction of lecture ratings based on teacher's nonverbal behavior. - Pietro Salvagnini; Hugues Salamin; Marco Cristani; Alessandro Vinciarelli; Vittorio Murino (CogInfoCom, 2012)

Decentralized particle filter for joint individual-group tracking. - Loris Bazzani; Marco Cristani; Vittorio Murino (CVPR, 2012)

A regularized spectral algorithm for Hidden Markov Models with applications in computer vision. - Ha Quang Minh; Marco Cristani; Alessandro Perina; Vittorio Murino (CVPR, 2012)

Re-identification with RGB-D Sensors. - Igor Barros Barbosa; Marco Cristani; Alessio Del Bue; Loris Bazzani; Vittorio Murino (ECCV Workshops (1), 2012)

Learning Discriminative Spatial Relations for Detector Dictionaries: An Application to Pedestrian Detection. - Enver Sangineto; Marco Cristani; Alessio Del Bue; Vittorio Murino (ECCV (2), 2012)

Combining Structure from Motion and Photometric Stereo: A Piecewise Formulation. - Reza Sabzevari; Alessio Del Bue; Vittorio Murino (Eurographics (Posters), 2012)

Low-level multimodal integration on Riemannian manifolds for automatic pedestrian detection. - Marco San-Biagio; Marco Crocco; Marco Cristani; Samuele Martelli; Vittorio Murino (FUSION, 2012)

A closed form solution to the microphone position self-calibration problem. - Marco Crocco; Alessio Del Bue; Matteo Bustreo; Vittorio Murino (ICASSP, 2012)

Piecewise single view Photometric Stereo with multi-view constraints. - Reza Sabzevari; Alessio Del Bue; Vittorio Murino (ICIP, 2012)

A joint structural and functional analysis of in-vitro neuronal networks. - Simona Ullo; Alessio Del Bue; Alessandro Maccione; Luca Berdondini; Vittorio Murino (ICIP, 2012)

Segmentation and tracking of multiple interacting mice by temperature and shape information. - Luca Giancardo; Diego Sona; Diego Scheggia; Francesco Papaleo; Vittorio Murino (ICPR, 2012)

Joining feature-based and similarity-based pattern description paradigms for object detection. - Samuele Martelli; Marco Cristani; Loris Bazzani; Diego Tosato; Vittorio Murino (ICPR, 2012)

Inner product tree for improved Orthogonal Matching Pursuit. - Paolo Piro; Diego Sona; Vittorio Murino (ICPR, 2012)

A multiple kernel learning approach to multi-modal pedestrian classification. - Marco San-Biagio; Aydin Ulas; Marco Crocco; Marco Cristani; Umberto Castellani; Vittorio Murino (ICPR, 2012)

Generative Embeddings based on Rician Mixtures - Application to Kernel-based Discriminative Classification of Magnetic Resonance Images. - Anna C. Carli; Mário A. T. Figueiredo; Manuele Bicego; Vittorio Murino (ICPRAM (1), 2012)

A Localized MKL Method for Brain Classification with Known Intra-class Variability. - Aydin Ulas; Mehmet Gönen; Umberto Castellani; Vittorio Murino; Marcella Bellani; Michele Tansella; Paolo Brambilla (MLMI, 2012)

Conversationally-inspired stylometric features for authorship attribution in instant messaging. - Marco Cristani; Giorgio Roffo; Cristina Segalin; Loris Bazzani; Alessandro Vinciarelli; Vittorio Murino (ACM Multimedia, 2012)

Automatic Tractography Analysis through Sparse Networks in Case-Control Studies. - Luca Giancardo; Diego Sona; Alessandro Gozzi; Angelo Bifone; Vittorio Murino; Sara Migliarini; Giulia Pacini; Barbara Pelosi; Massimo Pasqualetti (PRNI, 2012)

Biomarker Evaluation by Multiple Kernel Learning for Schizophrenia Detection. - Aydin Ulas; Umberto Castellani; Vittorio Murino; Marcella Bellani; Michele Tansella; Paolo Brambilla (PRNI, 2012)

Conversation analysis at work: detection of conflict in competitive discussions through semi-automatic turn-organization analysis. - Anna Pesarin; Marco Cristani; Vittorio Murino; Alessandro Vinciarelli (Cogn. Process., 2012)

Stel Component Analysis: Joint Segmentation, Modeling and Recognition of Objects Classes. - Alessandro Perina; Nebojsa Jojic; Marco Cristani; Vittorio Murino (Int. J. Comput. Vis., 2012)

In Silico Deconstruction of ATP-Competitive Inhibitors of Glycogen Synthase Kinase-3β. - Paola Bisignano; Chiara Lambruschini; Manuele Bicego; Vittorio Murino; Angelo D. Favia; Andrea Cavalli (J. Chem. Inf. Model., 2012)

Free Energy Score Spaces: Using Generative Information in Discriminative Classifiers. - Alessandro Perina; Marco Cristani; Umberto Castellani; Vittorio Murino; Nebojsa Jojic (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Multiple-shot person re-identification by chromatic and epitomic analyses. - Loris Bazzani; Marco Cristani; Alessandro Perina; Vittorio Murino (Pattern Recognit. Lett., 2012)

Investigating Topic Models' Capabilities in Expression Microarray Data Classification. - Manuele Bicego; Pietro Lovato; Alessandro Perina; Marianna Fasoli; Massimo Delledonne; Mario Pezzotti; Annalisa Polverari; Vittorio Murino (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

A Bilinear Approach to the Position Self-Calibration of Multiple Sensors. - Marco Crocco; Alessio Del Bue; Vittorio Murino (IEEE Trans. Signal Process., 2012)

Analyzing Groups: A Social Signaling Perspective. - Loris Bazzani; Marco Cristani; Giulia Paggetti; Diego Tosato; Gloria Menegaz; Vittorio Murino (Video Analytics for Business Intelligence, 2012)

Anomaly Detection in Crowded Scenes: A Novel Framework Based on Swarm Optimization and Social Force Modeling. - Ramachandra Raghavendra; Marco Cristani; Alessio Del Bue; Enver Sangineto; Vittorio Murino (Modeling, Simulation and Visual Analysis of Crowds, 2013)

Semi-supervised multi-feature learning for person re-identification. - Dario Figueira; Loris Bazzani; Ha Quang Minh; Marco Cristani; Alexandre Bernardino; Vittorio Murino (AVSS, 2013)

Reading between the turns: Statistical modeling for identity recognition and verification in chats. - Giorgio Roffo; Cristina Segalin; Alessandro Vinciarelli; Vittorio Murino; Marco Cristani (AVSS, 2013)

SDALF+C: Augmenting the SDALF Descriptor by Relation-Based Information for Multi-shot Re-identification. - Sylvie Jasmine Poletti; Vittorio Murino; Marco Cristani (CIARP (2), 2013)

Statistical Analysis of Visual Attentional Patterns for Video Surveillance. - Giorgio Roffo; Marco Cristani; Frank E. Pollick; Cristina Segalin; Vittorio Murino (CIARP (2), 2013)

Encoding Classes of Unaligned Objects Using Structural Similarity Cross-Covariance Tensors. - Marco San-Biagio; Samuele Martelli; Marco Crocco; Marco Cristani; Vittorio Murino (CIARP (1), 2013)

Heterogeneous Auto-similarities of Characteristics (HASC): Exploiting Relational Information for Classification. - Marco San-Biagio; Marco Crocco; Marco Cristani; Samuele Martelli; Vittorio Murino (ICCV, 2013)

Temporal Poselets for Collective Activity Detection and Recognition. - Moin Nabi; Alessio Del Bue; Vittorio Murino (ICCV Workshops, 2013)

Trusting Skype: Learning the Way People Chat for Fast User Recognition and Verification. - Giorgio Roffo; Marco Cristani; Loris Bazzani; Ha Quang Minh; Vittorio Murino (ICCV Workshops, 2013)

Dirichlet Process Mixtures of Multinomials for Data Mining in Mice Behaviour Analysis. - Matteo Zanotto; Diego Sona; Vittorio Murino; Francesco Papaleo (ICCV Workshops, 2013)

Using Dominant Sets for k-NN Prototype Selection. - Sebastiano Vascon; Marco Cristani; Marcello Pelillo; Vittorio Murino (ICIAP (2), 2013)

Person re-identification with a PTZ camera: An introductory study. - Pietro Salvagnini; Loris Bazzani; Marco Cristani; Vittorio Murino (ICIP, 2013)

Multi-scale f-formation discovery for group detection. - Francesco Setti; Oswald Lanz; Roberta Ferrario; Vittorio Murino; Marco Cristani (ICIP, 2013)

A unifying framework for vector-valued manifold regularization and multi-view learning. - Ha Quang Minh; Loris Bazzani; Vittorio Murino (ICML (2), 2013)

Neuronal network structural connectivity estimation by probabilistic features and graph heat kernels. - Simona Ullo; Umberto Castellani; Diego Sona; Alessio Del Bue; Alessandro Maccione; Luca Berdondini; Vittorio Murino (ISBI, 2013)

Automatic White Matter Fiber Clustering Using Dominant Sets. - Luca Dodero; Sebastiano Vascon; Luca Giancardo; Alessandro Gozzi; Diego Sona; Vittorio Murino (PRNI, 2013)

Exploiting Geometry in Counting Grids. - Alessandro Perina; Manuele Bicego; Umberto Castellani; Vittorio Murino (SIMBAD, 2013)

Visual coverage using autonomous mobile robots for search and rescue applications. - Alessio Del Bue; Marco Tamassia; F. Signorini; Vittorio Murino; Alessandro Farinelli (SSRR, 2013)

Symmetry-driven accumulation of local features for human characterization and re-identification. - Loris Bazzani; Marco Cristani; Vittorio Murino (Comput. Vis. Image Underst., 2013)

Social interactions by visual focus of attention in a three-dimensional environment. - Loris Bazzani; Marco Cristani; Diego Tosato; Michela Farenzena; Giulia Paggetti; Gloria Menegaz; Vittorio Murino (Expert Syst. J. Knowl. Eng., 2013)

Combining information theoretic kernels with generative embeddings for classification. - Manuele Bicego; Aydin Ulas; Umberto Castellani; Alessandro Perina; Vittorio Murino; André F. T. Martins; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (Neurocomputing, 2013)

Human behavior analysis in video surveillance: A Social Signal Processing perspective. - Marco Cristani; Ramachandra Raghavendra; Alessio Del Bue; Vittorio Murino (Neurocomputing, 2013)

Characterizing Humans on Riemannian Manifolds. - Diego Tosato; Mauro Spera; Marco Cristani; Vittorio Murino (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

On the Combination of Information-Theoretic Kernels with Generative Embeddings. - Pedro M. Q. Aguiar; Manuele Bicego; Umberto Castellani; Mário A. T. Figueiredo; André F. T. Martins; Vittorio Murino; Alessandro Perina; Aydin Ulas (Similarity-Based Pattern Analysis and Recognition, 2013)

Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental Illness. - Aydin Ulas; Umberto Castellani; Manuele Bicego; Vittorio Murino; Marcella Bellani; Michele Tansella; Paolo Brambilla (Similarity-Based Pattern Analysis and Recognition, 2013)

A Game-Theoretic Probabilistic Approach for Detecting Conversational Groups. - Sebastiano Vascon; Eyasu Zemene Mequanint; Marco Cristani; Hayley Hung; Marcello Pelillo; Vittorio Murino (ACCV (5), 2014)

Location recognition on lifelog images via a discriminative combination of generative models. - Alessandro Perina; Matteo Zanotto; Baochang Zhang 001; Vittorio Murino (BMVC, 2014)

Person Re-identification by Discriminatively Selecting Parts and Features. - Amran Bhuiyan; Alessandro Perina; Vittorio Murino (ECCV Workshops (3), 2014)

Towards fully uncalibrated room reconstruction with sound. - Marco Crocco; Andrea Trucco; Vittorio Murino; Alessio Del Bue (EUSIPCO, 2014)

Weighted bag of visual words for object recognition. - Marco San-Biagio; Loris Bazzani; Marco Cristani; Vittorio Murino (ICIP, 2014)

A directional visual descriptor for large-scale coverage problems. - Marco Tamassia; Alessandro Farinelli; Vittorio Murino; Alessio Del Bue (IROS, 2014)

Group-Wise Functional Community Detection through Joint Laplacian Diagonalization. - Luca Dodero; Alessandro Gozzi; Adam Liska; Vittorio Murino; Diego Sona (MICCAI (2), 2014)

Mapping Brains on Grids of Features for Schizophrenia Analysis. - Alessandro Perina; Denis Peruzzo; Maria Kesa; Nebojsa Jojic; Vittorio Murino; Mellani Bellani; Paolo Brambilla; Umberto Castellani (MICCAI (2), 2014)

Log-Hilbert-Schmidt metric between positive definite operators on Hilbert spaces. - Minh Ha Quang; Marco San-Biagio; Vittorio Murino (NIPS, 2014)

Joint laplacian diagonalization for multi-modal brain community detection. - Luca Dodero; Vittorio Murino; Diego Sona (PRNI, 2014)

Information theoretic sensor management for multi-target tracking with a single pan-tilt-zoom camera. - Pietro Salvagnini; Federico Pernici; Marco Cristani; Giuseppe Lisanti; Iacopo Masi; Alberto Del Bimbo; Vittorio Murino (WACV, 2014)

Automated multi-subject fiber clustering of mouse brain using dominant sets. - Luca Dodero; Sebastiano Vascon; Vittorio Murino; Angelo Bifone; Alessandro Gozzi; Diego Sona (Frontiers Neuroinformatics, 2014)

Generative embeddings based on Rician mixtures for kernel-based classification of magnetic resonance images. - Anna C. Carli; Mário A. T. Figueiredo; Manuele Bicego; Vittorio Murino (Neurocomputing, 2014)

Encoding Structural Similarity by Cross-covariance Tensors for Image Classification. - Marco San-Biagio; Samuele Martelli; Marco Crocco; Marco Cristani; Vittorio Murino (Int. J. Pattern Recognit. Artif. Intell., 2014)

Predicting online lecture ratings based on gesturing and vocal behavior. - Dong Seon Cheng; Hugues Salamin; Pietro Salvagnini; Marco Cristani; Alessandro Vinciarelli; Vittorio Murino (J. Multimodal User Interfaces, 2014)

SDALF: Modeling Human Appearance with Symmetry-Driven Accumulation of Local Features. - Loris Bazzani; Marco Cristani; Vittorio Murino (Person Re-Identification, 2014)

Socially-Driven Computer Vision for Group Behavior Analysis. - Marco Cristani; Vittorio Murino (Registration and Recognition in Images and Videos, 2014)

Latent subcategory models for pedestrian detection with partial occlusion handling. - Samuele Martelli; Marco San-Biagio; Vittorio Murino (AVSS, 2015)

Violence detection in crowded scenes using substantial derivative. - Sadegh Mohammadi 001; Hamed Kiani; Alessandro Perina; Vittorio Murino (AVSS, 2015)

A comparison of crowd commotion measures from generative models. - Sadegh Mohammadi 001; Hamed Kiani; Alessandro Perina; Vittorio Murino (CVPR Workshops, 2015)

Learning with dataset bias in latent subcategory models. - Dimitris Stamos; Samuele Martelli; Moin Nabi; Andrew M. McDonald; Vittorio Murino; Massimiliano Pontil (CVPR, 2015)

Sparse representation classification with manifold constraints transfer. - Baochang Zhang 001; Alessandro Perina; Vittorio Murino; Alessio Del Bue (CVPR, 2015)

Sleep-stage scoring in mice: The influence of data pre-processing on a system's performance. - Vasiliki-Maria Katsageorgiou; Glenda Lassi; Valter Tucci; Vittorio Murino; Diego Sona (EMBC, 2015)

Seeing the Sound: A New Multimodal Imaging Device for Computer Vision. - Andrea Zunino; Marco Crocco; Samuele Martelli; Andrea Trucco; Alessio Del Bue; Vittorio Murino (ICCV Workshops, 2015)

Person Re-identification Using Robust Brightness Transfer Functions Based on Multiple Detections. - Amran Bhuiyan; Behzad Mirmahboub; Alessandro Perina; Vittorio Murino (ICIAP (2), 2015)

Abnormality Detection with Improved Histogram of Oriented Tracklets. - Hossein Mousavi; Moin Nabi; Hamed Kiani Galoogahi; Alessandro Perina; Vittorio Murino (ICIAP (2), 2015)

Exploiting multiple detections to learn robust brightness transfer functions in re-identification systems. - Amran Bhuiyan; Alessandro Perina; Vittorio Murino (ICIP, 2015)

Crowd motion monitoring using tracklet-based commotion measure. - Hossein Mousavi; Moin Nabi; Hamed Kiani; Alessandro Perina; Vittorio Murino (ICIP, 2015)

Improving FREAK Descriptor for Image Classification. - Cristina Hilario Gomez; Kartheek Medathati; Pierre Kornprobst; Vittorio Murino; Diego Sona (ICVS, 2015)

Kernel-based classification for brain connectivity graphs on the Riemannian manifold of positive definite matrices. - Luca Dodero; Ha Quang Minh; Marco San-Biagio; Vittorio Murino; Diego Sona (ISBI, 2015)

Kernel-Based Analysis of Functional Brain Connectivity on Grassmann Manifold. - Luca Dodero; Fabio Sambataro; Vittorio Murino; Diego Sona (MICCAI (3), 2015)

Robust Initialization for Learning Latent Dirichlet Allocation. - Pietro Lovato; Manuele Bicego; Vittorio Murino; Alessandro Perina (SIMBAD, 2015)

Analyzing Tracklets for the Detection of Abnormal Crowd Behavior. - Hossein Mousavi; Sadegh Mohammadi 001; Alessandro Perina; Ryad Chellali; Vittorio Murino (WACV, 2015)

Semantic Multi-body Motion Segmentation. - Cosimo Rubino; Marco Crocco; Vittorio Murino; Alessio Del Bue (WACV, 2015)

Adaptive Local Movement Modelling for Object Tracking. - Baochang Zhang 001; Zhigang Li; Alessandro Perina; Alessio Del Bue; Vittorio Murino (WACV, 2015)

Action Recognition with Image Based CNN Features. - Mahdyar Ravanbakhsh; Hossein Mousavi; Mohammad Rastegari; Vittorio Murino; Larry S. Davis (CoRR, 2015)

3D Structure from Detections. - Cosimo Rubino; Marco Crocco; Alessandro Perina; Vittorio Murino; Alessio Del Bue (CoRR, 2015)

PiMPeR: Piecewise Dense 3D Reconstruction from Multi-View and Multi-Illumination Images. - Reza Sabzevari; Vittorio Murino; Alessio Del Bue (CoRR, 2015)

Non-myopic information theoretic sensor management of a single pan-tilt-zoom camera for multiple object detection and tracking. - Pietro Salvagnini; Federico Pernici; Marco Cristani; Giuseppe Lisanti; Alberto Del Bimbo; Vittorio Murino (Comput. Vis. Image Underst., 2015)

Holistic Scene Understanding (Dagstuhl Seminar 15081). - Jiri Matas; Vittorio Murino; Bodo Rosenhahn; Laura Leal-Taixé (Dagstuhl Reports, 2015)

Bridging the gap in connectomic studies: A particle filtering framework for estimating structural connectivity at network scale. - Simona Ullo; Vittorio Murino; Alessandro Maccione; Luca Berdondini; Diego Sona (Medical Image Anal., 2015)

Joint Individual-Group Modeling for Tracking. - Loris Bazzani; Matteo Zanotto; Marco Cristani; Vittorio Murino (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Novel dataset for fine-grained abnormal behavior understanding in crowd. - Hamid Reza Rabiee; Javad Haddadnia; Hossein Mousavi; Maziyar Kalantarzadeh; Moin Nabi; Vittorio Murino (AVSS, 2016)

Approximate Log-Hilbert-Schmidt Distances between Covariance Operators for Image Classification. - Ha Quang Minh; Marco San-Biagio; Loris Bazzani; Vittorio Murino (CVPR, 2016)

Angry Crowds: Detecting Violent Events in Videos. - Sadegh Mohammadi 001; Alessandro Perina; Hamed Kiani; Vittorio Murino (ECCV (7), 2016)

Groups and Crowds: Behaviour Analysis of People Aggregations. - Sadegh Mohammadi 001; Francesco Setti; Alessandro Perina; Marco Cristani; Vittorio Murino (VISIGRAPP (Revised Selected Papers), 2016)

Groups and Crowds - Detection, Tracking and Behavior Analysis of People Aggregations. - Vittorio Murino (VISIGRAPP, 2016)

Person re-identification using sparse representation with manifold constraints. - Behzad Mirmahboub; Hamed Kiani; Amran Bhuiyan; Alessandro Perina; Baochang Zhang 001; Alessio Del Bue; Vittorio Murino (ICIP, 2016)

Identification of emergent leaders in a meeting scenario using multiple kernel learning. - Cigdem Beyan; Francesca Capozzi; Cristina Becchio; Vittorio Murino (ASSP4MI@ICMI, 2016)

Detecting emergent leader in a meeting environment using nonverbal visual features only. - Cigdem Beyan; Nicolò Carissimi; Francesca Capozzi; Sebastiano Vascon; Matteo Bustreo; Antonio Pierro; Cristina Becchio; Vittorio Murino (ICMI, 2016)

Kernelized covariance for action recognition. - Jacopo Cavazza; Andrea Zunino; Marco San-Biagio; Vittorio Murino (ICPR, 2016)

Unsupervised mouse behavior analysis: A data-driven study of mice interactions. - Vasiliki-Maria Katsageorgiou; Matteo Zanotto; Huiping Huang; Valentina Ferretti 002; Francesco Papaleo; Diego Sona; Vittorio Murino (ICPR, 2016)

Fast 6D pose estimation for texture-less objects from a single RGB image. - Enrique Muñoz; Yoshinori Konishi; Vittorio Murino; Alessio Del Bue (ICRA, 2016)

Fast 6D pose from a single RGB image using Cascaded Forests Templates. - Enrique Muñoz; Yoshinori Konishi; Carlos Beltrán 002; Vittorio Murino; Alessio Del Bue (IROS, 2016)

Traces of human functional activity: Moment-to-moment fluctuations in fMRI data. - Luca Dodero; Diego Sona; Djalel Eddine Meskaldji; Vittorio Murino; Dimitri Van De Ville (ISBI, 2016)

Effective Brain Connectivity Through a Constrained Autoregressive Model. - Alessandro Crimi; Luca Dodero; Vittorio Murino; Diego Sona (MICCAI (1), 2016)

Traveling on discrete embeddings of gene expression. - Pietro Lovato; Manuele Bicego; Maria Kesa; Nebojsa Jojic; Vittorio Murino; Alessandro Perina (Artif. Intell. Medicine, 2016)

Active Regression with Adaptive Huber Loss. - Jacopo Cavazza; Vittorio Murino (CoRR, 2016)

Kernel Methods on Approximate Infinite-Dimensional Covariance Operators for Image Classification. - Ha Quang Minh; Marco San-Biagio; Loris Bazzani; Vittorio Murino (CoRR, 2016)

Emotion-Based Crowd Representation for Abnormality Detection. - Hamid Reza Rabiee; Javad Haddadnia; Hossein Mousavi; Moin Nabi; Vittorio Murino; Nicu Sebe (CoRR, 2016)

Intention from Motion. - Andrea Zunino; Jacopo Cavazza; Atesh Koul; Andrea Cavallo; Cristina Becchio; Vittorio Murino (CoRR, 2016)

Audio Surveillance: A Systematic Review. - Marco Crocco; Marco Cristani; Andrea Trucco; Vittorio Murino (ACM Comput. Surv., 2016)

Detecting conversational groups in images and sequences: A robust game-theoretic approach. - Sebastiano Vascon; Eyasu Zemene Mequanint; Marco Cristani; Hayley Hung; Marcello Pelillo; Vittorio Murino (Comput. Vis. Image Underst., 2016)

Bounding Multiple Gaussians Uncertainty with Application to Object Tracking. - Baochang Zhang 001; Alessandro Perina; Zhigang Li; Vittorio Murino; Jianzhuang Liu; Rongrong Ji (Int. J. Comput. Vis., 2016)

Directional Visual Descriptors and Multirobot Strategies for Large-Scale Coverage Problems. - Marco Tamassia; Alessandro Farinelli; Vittorio Murino; Alessio Del Bue (J. Field Robotics, 2016)

A Unifying Framework in Vector-valued Reproducing Kernel Hilbert Spaces for Manifold Regularization and Co-Regularized Multi-view Learning. - Ha Quang Minh; Loris Bazzani; Vittorio Murino (J. Mach. Learn. Res., 2016)

Guest Editorial Special Section on Learning in Non-(geo)metric Spaces. - Marcello Pelillo; Edwin R. Hancock; Xuelong Li 001; Vittorio Murino (IEEE Trans. Neural Networks Learn. Syst., 2016)

Detecting Abnormal Behavioral Patterns in Crowd Scenarios. - Hossein Mousavi; Hamed Kiani Galoogahi; Alessandro Perina; Vittorio Murino (Toward Robotic Socially Believable Behaving Systems (II), 2016)

Physics-Inspired Models for Detecting Abnormal Behaviors in Crowded Scenes. - Sadegh Mohammadi 001; Hamed Kiani Galoogahi; Alessandro Perina; Vittorio Murino (Group and Crowd Behavior for Computer Vision, 2017)

The Group and Crowd Analysis Interdisciplinary Challenge. - Vittorio Murino; Marco Cristani; Shishir Shah 001; Silvio Savarese (Group and Crowd Behavior for Computer Vision, 2017)

Exploiting Gaussian mixture importance for person re-identification. - Xiangping Zhu; Amran Bhuiyan; Mohamed Lamine Mekhalfi; Vittorio Murino (AVSS, 2017)

Segmentation of Retinal Ganglion Cells From Fluorescent Microscopy Imaging. - Silvia Baglietto; Ibolya E. Kepiro; Gerrit Hilgen; Evelyne Sernagor; Vittorio Murino; Diego Sona (BIOIMAGING, 2017)

Automatic Segmentation of Neurons from Fluorescent Microscopy Imaging. - Silvia Baglietto; Ibolya E. Kepiro; Gerrit Hilgen; Evelyne Sernagor; Vittorio Murino; Diego Sona (BIOSTEC (Selected Papers), 2017)

When Kernel Methods Meet Feature Learning: Log-Covariance Network for Action Recognition From Skeletal Data. - Jacopo Cavazza; Pietro Morerio; Vittorio Murino (CVPR Workshops, 2017)

Unsupervised Adaptive Re-identification in Open World Dynamic Camera Networks. - Rameswar Panda; Amran Bhuiyan; Vittorio Murino; Amit K. Roy-Chowdhury (CVPR, 2017)

What Will I Do Next? The Intention from Motion Experiment. - Andrea Zunino; Jacopo Cavazza; Atesh Koul; Andrea Cavallo; Cristina Becchio; Vittorio Murino (CVPR Workshops, 2017)

Efficient pooling of image based CNN features for action recognition in videos. - Biplab Banerjee; Vittorio Murino (ICASSP, 2017)

Curriculum Dropout. - Pietro Morerio; Jacopo Cavazza; Riccardo Volpi; René Vidal; Vittorio Murino (ICCV, 2017)

Summarization and Classification of Wearable Camera Streams by Learning the Distributions over Deep Features of Out-of-Sample Image Sequences. - Alessandro Penna; Sadegh Mohammadi 001; Nebojsa Jojic; Vittorio Murino (ICCV, 2017)

Manifold Constrained Low-Rank Decomposition. - Chen Chen 001; Baochang Zhang 001; Alessio Del Bue; Vittorio Murino (ICCV Workshops, 2017)

A Compact Kernel Approximation for 3D Action Recognition. - Jacopo Cavazza; Pietro Morerio; Vittorio Murino (ICIAP (1), 2017)

Discriminative Dictionary Design for Action Classification in Still Images. - Abhinaba Roy; Biplab Banerjee; Vittorio Murino (ICIAP (2), 2017)

Revisiting Human Action Recognition: Personalization vs. Generalization. - Andrea Zunino; Jacopo Cavazza; Vittorio Murino (ICIAP (1), 2017)

Multi-task learning of social psychology assessments and nonverbal features for automatic leadership identification. - Cigdem Beyan; Francesca Capozzi; Cristina Becchio; Vittorio Murino (ICMI, 2017)

Re-identification: State of the Art and Current Trends. - Vittorio Murino (ICPRAM, 2017)

A Novel Dictionary Learning based Multiple Instance Learning Approach to Action Recognition from Videos. - Abhinaba Roy; Biplab Banerjee; Vittorio Murino (ICPRAM, 2017)

Data-driven study of mouse sleep-stages using Restricted Boltzmann Machines. - Vasiliki-Maria Katsageorgiou; Matteo Zanotto; Valter Tucci; Vittorio Murino; Diego Sona (IJCNN, 2017)

Case-control discrimination through effective brain connectivity. - Alessandro Crimi; Luca Dodero; Vittorio Murino; Diego Sona (ISBI, 2017)

Atlas-free connectivity analysis driven by white matter structure. - Cristina Hilario Gomez; Luca Dodero; Alessandro Gozzi; Vittorio Murino; Diego Sona (ISBI, 2017)

Moving as a Leader: Detecting Emergent Leadership in Small Groups using Body Pose. - Cigdem Beyan; Vasiliki-Maria Katsageorgiou; Vittorio Murino (ACM Multimedia, 2017)

Predicting Human Intentions from Motion Cues Only: A 2D+3D Fusion Approach. - Andrea Zunino; Jacopo Cavazza; Atesh Koul; Andrea Cavallo; Cristina Becchio; Vittorio Murino (ACM Multimedia, 2017)

Distance Penalization and Fusion for Person Re-identification. - Behzad Mirmahboub; Mohamed Lamine Mekhalfi; Vittorio Murino (WACV, 2017)

Correlation Alignment by Riemannian Metric for Domain Adaptation. - Pietro Morerio; Vittorio Murino (CoRR, 2017)

Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines. - Matteo Zanotto; Riccardo Volpi; Alessandro Maccione; Luca Berdondini; Diego Sona; Vittorio Murino (CoRR, 2017)

An Analysis of Dropout for Matrix Factorization. - Jacopo Cavazza; Connor Lane; Benjamin D. Haeffele; Vittorio Murino; René Vidal (CoRR, 2017)

Image and Video Understanding in Big Data. - Vittorio Murino; Shaogang Gong; Chen Change Loy; Loris Bazzani (Comput. Vis. Image Underst., 2017)

Guest Editorial: Language in Vision. - Yan Yan 002; Jiwen Lu; Ajmal S. Mian; Arun Ross; Vittorio Murino; Radu Horaud (Comput. Vis. Image Underst., 2017)

Automatic inspection of aeronautic components. - Marco San-Biagio; Carlos Beltrán-González; Salvatore Giunta; Alessio Del Bue; Vittorio Murino (Mach. Vis. Appl., 2017)

Adaptive Local Movement Modeling for Robust Object Tracking. - Baochang Zhang 001; Zhigang Li; Alessandro Perina; Alessio Del Bue; Vittorio Murino; Jianzhuang Liu (IEEE Trans. Circuits Syst. Video Technol., 2017)

Exploiting Feature Correlations by Brownian Statistics for People Detection and Recognition. - Slawomir Bak; Marco San-Biagio; Ratnesh Kumar 003; Vittorio Murino; François Brémond (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Covariances in Computer Vision and Machine Learning - Ha Quang Minh; Vittorio Murino (Morgan & Claypool Publishers, 2017)

Dropout as a Low-Rank Regularizer for Matrix Factorization. - Jacopo Cavazza; Pietro Morerio; Benjamin D. Haeffele; Connor Lane; Vittorio Murino; René Vidal (AISTATS, 2018)

Visually-Driven Semantic Augmentation for Zero-Shot Learning. - Abhinaba Roy; Jacopo Cavazza; Vittorio Murino (BMVC, 2018)

Excitation Backprop for RNNs. - Sarah Adel Bargal; Andrea Zunino; Donghyun Kim 006; Jianming Zhang 001; Vittorio Murino; Stan Sclaroff (CVPR, 2018)

Adversarial Feature Augmentation for Unsupervised Domain Adaptation. - Riccardo Volpi; Pietro Morerio; Silvio Savarese; Vittorio Murino (CVPR, 2018)

Filling the Gaps: Predicting Missing Joints of Human Poses Using Denoising Autoencoders. - Nicolò Carissimi; Paolo Rota; Cigdem Beyan; Vittorio Murino (ECCV Workshops (2), 2018)

Modality Distillation with Multiple Stream Networks for Action Recognition. - Nuno C. Garcia; Pietro Morerio; Vittorio Murino (ECCV (8), 2018)

A Multi-View Learning Approach to Deception Detection. - Nicolò Carissimi; Cigdem Beyan; Vittorio Murino (FG, 2018)

Unsupervised Detection of White Matter Fiber Bundles with Stochastic Neural Networks. - Michael Dayan; Vasiliki-Maria Katsageorgiou; Luca Dodero; Vittorio Murino; Diego Sona (ICIP, 2018)

Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation. - Pietro Morerio; Jacopo Cavazza; Vittorio Murino (ICLR (Poster), 2018)

Discriminative Latent Visual Space For Zero-Shot Object Classification. - Abhinaba Roy; Biplab Banerjee; Vittorio Murino (ICPR, 2018)

Multiple Mice Tracking: Occlusions Disentanglement using a Gaussian Mixture Model. - Ario Sadafi; Vasiliki-Maria Katsageorgiou; Huiping Huang; Francesco Papaleo; Vittorio Murino; Diego Sona (ICPR, 2018)

Video Gesture Analysis for Autism Spectrum Disorder Detection. - Andrea Zunino; Pietro Morerio; Andrea Cavallo; Caterina Ansuini; Jessica Podda; Francesca Battaglia; Edvige Veneselli; Cristina Becchio; Vittorio Murino (ICPR, 2018)

Deep 2D Encoder-Decoder Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation in Brain MRI. - Shahab Aslani; Michael Dayan; Vittorio Murino; Diego Sona (BrainLes@MICCAI (1), 2018)

Investigation of Small Group Social Interactions Using Deep Visual Activity-Based Nonverbal Features. - Cigdem Beyan; Muhammad Shahid 002; Vittorio Murino (ACM Multimedia, 2018)

Generalizing to Unseen Domains via Adversarial Data Augmentation. - Riccardo Volpi; Hongseok Namkoong; Ozan Sener; John C. Duchi; Vittorio Murino; Silvio Savarese (NeurIPS, 2018)

Person re-identification by order-induced metric fusion. - Behzad Mirmahboub; Mohamed Lamine Mekhalfi; Vittorio Murino (Neurocomputing, 2018)

Exploiting Multiple Detections for Person Re-Identification. - Amran Bhuiyan; Alessandro Perina; Vittorio Murino (J. Imaging, 2018)

Discriminative body part interaction mining for mid-level action representation and classification. - Abhinaba Roy; Biplab Banerjee; Vittorio Murino (J. Vis. Commun. Image Represent., 2018)

Manifold constraint transfer for visual structure-driven optimization. - Baochang Zhang 001; Alessandro Perina; Ce Li 002; Qixiang Ye; Vittorio Murino; Alessio Del Bue (Pattern Recognit., 2018)

Audio Tracking in Noisy Environments by Acoustic Map and Spectral Signature. - Marco Crocco; Samuele Martelli; Andrea Trucco; Andrea Zunino; Vittorio Murino (IEEE Trans. Cybern., 2018)

Deep Endoscope: Intelligent Duct Inspection for the Avionic Industry. - Samuele Martelli; Luca Mazzei; Carlo Canali; Paolo Guardiani; Salvatore Giunta; Alberto Ghiazza; Ivan Mondino; Ferdinando Cannella; Vittorio Murino; Alessio Del Bue (IEEE Trans. Ind. Informatics, 2018)

Prediction of the Leadership Style of an Emergent Leader Using Audio and Visual Nonverbal Features. - Cigdem Beyan; Francesca Capozzi; Cristina Becchio; Vittorio Murino (IEEE Trans. Multim., 2018)

Investigating the Impact of Genetic Background on Brain Dynamic Functional Connectivity Through Machine Learning: A Twins Study. - Muhammad Abubakar Yamin; Michael Dayan; Letizia Squarcina; Vaibhav A. Diwadkar; Paolo Brambilla; Vittorio Murino; Diego Sona (BHI, 2019)

Guided Zoom: Questioning Network Evidence for Fine-grained Classification. - Sarah Adel Bargal; Andrea Zunino; Vitali Petsiuk; Jianming Zhang 001; Kate Saenko; Vittorio Murino; Stan Sclaroff (BMVC, 2019)

Are CNN Predictions based on Reasonable Evidence? - Sarah Adel Bargal; Andrea Zunino; Vitali Petsiuk; Jianming Zhang 001; Kate Saenko; Vittorio Murino; Stan Sclaroff (CVPR Workshops, 2019)

Model Vulnerability to Distributional Shifts over Image Transformation Sets. - Riccardo Volpi; Vittorio Murino (CVPR Workshops, 2019)

Addressing Model Vulnerability to Distributional Shifts Over Image Transformation Sets. - Riccardo Volpi; Vittorio Murino (ICCV, 2019)

Enhancing Visual Embeddings through Weakly Supervised Captioning for Zero-Shot Learning. - Matteo Bustreo; Jacopo Cavazza; Vittorio Murino (ICCV Workshops, 2019)

Voice Activity Detection by Upper Body Motion Analysis and Unsupervised Domain Adaptation. - Muhammad Shahid 002; Cigdem Beyan; Vittorio Murino (ICCV Workshops, 2019)

Intra-Camera Supervised Person Re-Identification: A New Benchmark. - Xiangping Zhu; Xiatian Zhu; Minxian Li; Vittorio Murino; Shaogang Gong (ICCV Workshops, 2019)

Multiple Organs Segmentation in Abdomen CT Scans Using a Cascade of CNNs. - Muhammad Usman Akbar; Shahab Aslani; Vittorio Murino; Diego Sona (ICIAP (1), 2019)

Comparisons of Visual Activity Primitives for Voice Activity Detection. - Muhammad Shahid 002; Cigdem Beyan; Vittorio Murino (ICIAP (1), 2019)

Analysis of Dynamic Brain Connectivity Through Geodesic Clustering. - A. Yamin; Michael Dayan; Letizia Squarcina; Paolo Brambilla; Vittorio Murino; Vaibhav A. Diwadkar; Diego Sona (ICIAP (2), 2019)

Unsupervised Domain-Adaptive Person Re-Identification Based on Attributes. - Xiangping Zhu; Pietro Morerio; Vittorio Murino (ICIP, 2019)

Comparison Of Brain Connectomes Using Geodesic Distance On Manifold: A Twins Study. - Abubakar Yamin; Michael Dayan; Letizia Squarcina; Paolo Brambilla; Vittorio Murino; Vaibhav A. Diwadkar; Diego Sona (ISBI, 2019)

Comparison of brain connectomes using geodesic distance on manifold: a twin study. - A. Yamin; Michael Dayan; Letizia Squarcina; Paolo Brambilla; Vittorio Murino; Vaibhav A. Diwadkar; Diego Sona (CoRR, 2019)

DMCL: Distillation Multiple Choice Learning for Multimodal Action Recognition. - Nuno C. Garcia; Sarah Adel Bargal; Vitaly Ablavsky; Pietro Morerio; Vittorio Murino; Stan Sclaroff (CoRR, 2019)

Multi-branch convolutional neural network for multiple sclerosis lesion segmentation. - Shahab Aslani; Michael Dayan; Loredana Storelli; Massimo Filippi; Vittorio Murino; Maria Assunta Rocca; Diego Sona (NeuroImage, 2019)

Scalable and compact 3D action recognition with approximated RBF kernel machines. - Jacopo Cavazza; Pietro Morerio; Vittorio Murino (Pattern Recognit., 2019)

Adaptation of person re-identification models for on-boarding new camera(s). - Rameswar Panda; Amran Bhuiyan; Vittorio Murino; Amit K. Roy-Chowdhury (Pattern Recognit., 2019)

A Sequential Data Analysis Approach to Detect Emergent Leaders in Small Groups. - Cigdem Beyan; Vasiliki-Maria Katsageorgiou; Vittorio Murino (IEEE Trans. Multim., 2019)

Leveraging Acoustic Images for Effective Self-supervised Audio Representation Learning. - Valentina Sanguineti; Pietro Morerio; Niccolò Pozzetti; Danilo Greco; Marco Cristani; Vittorio Murino (ECCV (22), 2020)

Beyond the Visual Analysis of Deep Model Saliency. - Sarah Adel Bargal; Andrea Zunino; Vitali Petsiuk; Jianming Zhang 001; Vittorio Murino; Stan Sclaroff; Kate Saenko (xxAI@ICML, 2020)

Complex-Object Visual Inspection: Empirical Studies on A Multiple Lighting Solution. - Maya Aghaei; Matteo Bustreo; Pietro Morerio; Nicolò Carissimi; Alessio Del Bue; Vittorio Murino (ICPR, 2020)

Compact CNN Structure Learning by Knowledge Distillation. - Waqar Ahmed; Andrea Zunino; Pietro Morerio; Vittorio Murino (ICPR, 2020)

Organ Segmentation with Recursive Data Augmentation for Deep Models. - Muhammad Usman Akbar; Muhammad Abubakar Yamin; Vittorio Murino; Diego Sona (ICPR Workshops (1), 2020)

Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans. - Avik Hati; Matteo Bustreo; Diego Sona; Vittorio Murino; Alessio Del Bue (ICPR, 2020)

A Versatile Crack Inspection Portable System based on Classifier Ensemble and Controlled Illumination. - Milind Gajanan Padalkar; Carlos Beltrán-González; Matteo Bustreo; Alessio Del Bue; Vittorio Murino (ICPR, 2020)

Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification. - Muhammad Abubakar Yamin; Paola Valsasina; Michael Dayan; Sebastiano Vascon; Jacopo Tessadori; Massimo Filippi; Vittorio Murino; Maria Assunta Rocca; Diego Sona (ICPR, 2020)

Geodesic Clustering of Positive Definite Matrices For Classification of Mental Disorder Using Brain Functional Connectivity. - Muhammad Abubakar Yamin; Jacopo Tessadori; Muhammad Usman Akbar; Michael Dayan; Vittorio Murino; Diego Sona (IJCNN, 2020)

Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. - Shahab Aslani; Vittorio Murino; Michael Dayan; Roger C. Tam; Diego Sona; Ghassan Hamarneh (ISBI, 2020)

Generative Pseudo-label Refinement for Unsupervised Domain Adaptation. - Pietro Morerio; Riccardo Volpi; Ruggero Ragonesi; Vittorio Murino (WACV, 2020)

Audio-Visual Model Distillation Using Acoustic Images. - Andrés F. Pérez; Valentina Sanguineti; Pietro Morerio; Vittorio Murino (WACV, 2020)

The Visual Social Distancing Problem. - Marco Cristani; Alessio Del Bue; Vittorio Murino; Francesco Setti; Alessandro Vinciarelli (IEEE Access, 2020)

Complex-Object Visual Inspection via Multiple Lighting Configurations. - Maya Aghaei; Matteo Bustreo; Pietro Morerio; Nicolò Carissimi; Alessio Del Bue; Vittorio Murino (CoRR, 2020)

DSLib: An open source library for the dominant set clustering method. - Sebastiano Vascon; Samuel Rota Bulò; Vittorio Murino; Marcello Pelillo (CoRR, 2020)

Editorial: Computational Approaches for Human-Human and Human-Robot Social Interactions. - Cigdem Beyan; Vittorio Murino; Gentiane Venture; Agnieszka Wykowska (Frontiers Robotics AI, 2020)

Predicting Intentions from Motion: The Subject-Adversarial Adaptation Approach. - Andrea Zunino; Jacopo Cavazza; Riccardo Volpi; Pietro Morerio; Andrea Cavallo; Cristina Becchio; Vittorio Murino (Int. J. Comput. Vis., 2020)

Learning with Privileged Information via Adversarial Discriminative Modality Distillation. - Nuno C. Garcia; Pietro Morerio; Vittorio Murino (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

The human brain reveals resting state activity patterns that are predictive of biases in attitudes toward robots. - Francesco Bossi; Cesco Willemse; Jacopo Cavazza; Serena Marchesi; Vittorio Murino; Agnieszka Wykowska (Sci. Robotics, 2020)

Aggregation Signature for Small Object Tracking. - Chunlei Liu 001; Wenrui Ding; Jinyu Yang; Vittorio Murino; Baochang Zhang 001; Jungong Han; Guodong Guo (IEEE Trans. Image Process., 2020)

RealVAD: A Real-world Dataset for Voice Activity Detection. - Cigdem Beyan; Muhammad Shahid 002; Vittorio Murino (Zenodo, 2020)

Audio-Visual Localization by Synthetic Acoustic Image Generation. - Valentina Sanguineti; Pietro Morerio; Alessio Del Bue; Vittorio Murino (AAAI, 2021)

Multimodal Segmentation of Medical Images with Heavily Missing Data. - Muhammad Usman Akbar; Vittorio Murino; Diego Sona (BHI, 2021)

Learning Unbiased Representations via Mutual Information Backpropagation. - Ruggero Ragonesi; Riccardo Volpi; Jacopo Cavazza; Vittorio Murino (CVPR Workshops, 2021)

Explainable Deep Classification Models for Domain Generalization. - Andrea Zunino; Sarah Adel Bargal; Riccardo Volpi; Mehrnoosh Sameki; Jianming Zhang 001; Stan Sclaroff; Vittorio Murino; Kate Saenko (CVPR Workshops, 2021)

Distillation Multiple Choice Learning for Multimodal Action Recognition. - Nuno Cruz Garcia; Sarah Adel Bargal; Vitaly Ablavsky; Pietro Morerio; Vittorio Murino; Stan Sclaroff (WACV, 2021)

Transductive Zero-Shot Learning by Decoupled Feature Generation. - Federico Marmoreo; Jacopo Cavazza; Vittorio Murino (WACV, 2021)

S-VVAD: Visual Voice Activity Detection by Motion Segmentation. - Muhammad Shahid 002; Cigdem Beyan; Vittorio Murino (WACV, 2021)

Learning without Seeing nor Knowing: Towards Open Zero-Shot Learning. - Federico Marmoreo; Julio Ivan Davila Carrazco; Vittorio Murino; Jacopo Cavazza (CoRR, 2021)

Adaptive Pseudo-Label Refinement by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation. - Waqar Ahmed; Pietro Morerio; Vittorio Murino (CoRR, 2021)

Intra-Camera Supervised Person Re-Identification. - Xiangping Zhu; Xiatian Zhu; Minxian Li; Pietro Morerio; Vittorio Murino; Shaogang Gong (Int. J. Comput. Vis., 2021)

Excitation Dropout: Encouraging Plasticity in Deep Neural Networks. - Andrea Zunino; Sarah Adel Bargal; Pietro Morerio; Jianming Zhang 001; Stan Sclaroff; Vittorio Murino (Int. J. Comput. Vis., 2021)

Structurally constrained effective brain connectivity. - Alessandro Crimi; Luca Dodero; Fabio Sambataro; Vittorio Murino; Diego Sona (NeuroImage, 2021)

Guided Zoom: Zooming into Network Evidence to Refine Fine-Grained Model Decisions. - Sarah Adel Bargal; Andrea Zunino; Vitali Petsiuk; Jianming Zhang 001; Kate Saenko; Vittorio Murino; Stan Sclaroff (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Personality Traits Classification Using Deep Visual Activity-Based Nonverbal Features of Key-Dynamic Images. - Cigdem Beyan; Andrea Zunino; Muhammad Shahid 002; Vittorio Murino (IEEE Trans. Affect. Comput., 2021)

RealVAD: A Real-World Dataset and A Method for Voice Activity Detection by Body Motion Analysis. - Cigdem Beyan; Muhammad Shahid 002; Vittorio Murino (IEEE Trans. Multim., 2021)

Which Expert Knows Best? Modulating Soft Learning with Online Batch Confidence for Domain Adaptive Person Re-Identification. - Andrea Zunino; Christopher Murray; Richard Blythman; Vittorio Murino (ECCV Workshops (5), 2022)

Mixing Zero-Shot Learning Up: Learning Unseen Classes from Mixed Features. - Julio Ivan Davila Carrazco; Pietro Morerio; Alessio Del Bue; Vittorio Murino (ICIAP (2), 2022)

Towards Open Zero-Shot Learning. - Federico Marmoreo; Julio Ivan Davila Carrazco; Jacopo Cavazza; Vittorio Murino (ICIAP (2), 2022)

Unsupervised Domain Adaptation for Video Transformers in Action Recognition. - Victor G. Turrisi da Costa; Giacomo Zara; Paolo Rota; Thiago Oliveira-Santos; Nicu Sebe; Vittorio Murino; Elisa Ricci 001 (ICPR, 2022)

Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation. - Waqar Ahmed; Pietro Morerio; Vittorio Murino (WACV, 2022)

On the Importance of Appearance and Interaction Feature Representations for Person Re-identification. - Richard Blythman; Andrea Zunino; Christopher Murray; Vittorio Murino (WACV (Workshops), 2022)

Dual-Head Contrastive Domain Adaptation for Video Action Recognition. - Victor G. Turrisi da Costa; Giacomo Zara; Paolo Rota; Thiago Oliveira-Santos; Nicu Sebe; Vittorio Murino; Elisa Ricci 001 (WACV, 2022)

Guest Editorial Introduction to the Special Issue on "Biometrics Based Methods for Healthcare Applications". - Michele Nappi; Hugo Proença 001; Sambit Bakshi; Vittorio Murino (Comput. Vis. Image Underst., 2022)

Unsupervised Synthetic Acoustic Image Generation for Audio-Visual Scene Understanding. - Valentina Sanguineti; Pietro Morerio; Alessio Del Bue; Vittorio Murino (IEEE Trans. Image Process., 2022)

Learnable Data Augmentation for One-Shot Unsupervised Domain Adaptation. - Julio Ivan Davila Carrazco; Pietro Morerio; Alessio Del Bue; Vittorio Murino (BMVC, 2023)

Learning unbiased classifiers from biased data with meta-learning. - Ruggero Ragonesi; Pietro Morerio; Vittorio Murino (CVPR Workshops, 2023)

Audio-Visual Inpainting: Reconstructing Missing Visual Information with Sound. - Valentina Sanguineti; Sanket Kumar Thakur; Pietro Morerio; Alessio Del Bue; Vittorio Murino (ICASSP, 2023)

Continual Source-Free Unsupervised Domain Adaptation. - Waqar Ahmed; Pietro Morerio; Vittorio Murino (ICIAP (1), 2023)

Target-Driven One-Shot Unsupervised Domain Adaptation. - Julio Ivan Davila Carrazco; Suvarna Kishorkumar Kadam; Pietro Morerio; Alessio Del Bue; Vittorio Murino (ICIAP (1), 2023)

Enhancing Hierarchical Vector Quantized Autoencoders for Image Synthesis Through Multiple Decoders. - Dario Serez; Marco Cristani; Vittorio Murino; Alessio Del Bue; Pietro Morerio (ICIAP (2), 2023)

Enhancing Next Active Object-Based Egocentric Action Anticipation with Guided Attention. - Sanket Kumar Thakur; Cigdem Beyan; Pietro Morerio; Vittorio Murino; Alessio Del Bue (ICIP, 2023)

Guided Attention for Next Active Object @ EGO4D STA Challenge. - Sanket Kumar Thakur; Cigdem Beyan; Pietro Morerio; Vittorio Murino; Alessio Del Bue (CoRR, 2023)

Guest Editorial : Learning with Manifolds in Computer Vision. - Mohamed Daoudi; Mehrtash Harandi; Vittorio Murino (Image Vis. Comput., 2023)

Efficient unsupervised learning of biological images with compressed deep features. - Vito Paolo Pastore; Massimiliano Ciranni; Simone Bianco 002; Jennifer Carol Fung; Vittorio Murino; Francesca Odone (Image Vis. Comput., 2023)

No Adversaries to Zero-Shot Learning: Distilling an Ensemble of Gaussian Feature Generators. - Jacopo Cavazza; Vittorio Murino; Alessio Del Bue (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Upper-Body Pose-Based Gaze Estimation for Privacy-Preserving 3D Gaze Target Detection. - Andrea Toaiari; Vittorio Murino; Marco Cristani; Cigdem Beyan (ECCV Workshops (13), 2024)

Leveraging Next-Active Objects for Context-Aware Anticipation in Egocentric Videos. - Sanket Kumar Thakur; Cigdem Beyan; Pietro Morerio; Vittorio Murino; Alessio Del Bue (WACV, 2024)

Anticipating Next Active Objects for Egocentric Videos. - Sanket Kumar Thakur; Cigdem Beyan; Pietro Morerio; Vittorio Murino; Alessio Del Bue (IEEE Access, 2024)

Model Debiasing by Learnable Data Augmentation. - Pietro Morerio; Ruggero Ragonesi; Vittorio Murino (CoRR, 2024)

Say My Name: a Model's Bias Discovery Framework. - Massimiliano Ciranni; Luca Molinaro; Carlo Alberto Barbano; Attilio Fiandrotti; Vittorio Murino; Vito Paolo Pastore; Enzo Tartaglione (CoRR, 2024)

Computer vision and deep learning meet plankton: Milestones and future directions. - Massimiliano Ciranni; Vittorio Murino; Francesca Odone; Vito Paolo Pastore (Image Vis. Comput., 2024)

Self-Supervised Multi-Modal Learning for Accurate MRI Multiple Sclerosis Segmentation. - Ani Gjergji; Massimiliano Ciranni; Matteo Moro; Vittorio Murino; Vito Paolo Pastore (ISBI, 2025)

In-domain Self-supervised Learning for Plankton Image Classification on a Budget. - Massimiliano Ciranni; Ani Gjergji; Andrea Maracani; Vittorio Murino; Vito Paolo Pastore (WACV (Workshops), 2025)

Looking at Model Debiasing through the Lens of Anomaly Detection. - Vito Paolo Pastore; Massimiliano Ciranni; Davide Marinelli; Francesca Odone; Vittorio Murino (WACV, 2025)

Pre-trained Multiple Latent Variable Generative Models are Good Defenders Against Adversarial Attacks. - Dario Serez; Marco Cristani; Alessio Del Bue; Vittorio Murino; Pietro Morerio (WACV, 2025)

A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation. - Dario Serez; Marco Cristani; Alessio Del Bue; Vittorio Murino; Pietro Morerio (CoRR, 2025)

Diffusing DeBias: a Recipe for Turning a Bug into a Feature. - Massimiliano Ciranni; Vito Paolo Pastore; Roberto Di Via; Enzo Tartaglione; Francesca Odone; Vittorio Murino (CoRR, 2025)

Guest Editorial: Special Issue on Multimodal Learning. - Michael Ying Yang; Paolo Rota; Massimiliano Mancini; Pietro Morerio; Bodo Rosenhahn; Vittorio Murino (Int. J. Comput. Vis., 2025)

MadCLIP: Few-shot Medical Anomaly Detection with CLIP. - Mahshid Shiri; Cigdem Beyan; Vittorio Murino (CoRR, 2025)

MADPOT: Medical Anomaly Detection with CLIP Adaptation and Partial Optimal Transport. - Mahshid Shiri; Cigdem Beyan; Vittorio Murino (CoRR, 2025)