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

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)

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)

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)

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

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

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

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

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

2LDA: Segmentation for Recognition. - Alessandro Perina; 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)

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)

Expression microarray classification using topic models. - Manuele Bicego; Pietro Lovato; Barbara Oliboni; Alessandro Perina (SAC, 2010)

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

Image analysis by counting on a grid. - Alessandro Perina; Nebojsa Jojic (CVPR, 2011)

A Comparison on Score Spaces for Expression Microarray Data Classification. - Alessandro Perina; Pietro Lovato; Marco Cristani; Manuele Bicego (PRIB, 2011)

Multidimensional counting grids: Inferring word order from disordered bags of words. - Nebojsa Jojic; Alessandro Perina (UAI, 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)

Tell Me What You Like and I'll Tell You What You Are: Discriminating Visual Preferences on Flickr Data. - Pietro Lovato; Alessandro Perina; Nicu Sebe; Omar Zandonà; Alessio Montagnini; Manuele Bicego; Marco Cristani (ACCV (1), 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)

Spring Lattice Counting Grids: Scene Recognition Using Deformable Positional Constraints. - Alessandro Perina; Nebojsa Jojic (ECCV (6), 2012)

Feature Selection Using Counting Grids: Application to Microarray Data. - Pietro Lovato; Manuele Bicego; Marco Cristani; Nebojsa Jojic; Alessandro Perina (SSPR/SPR, 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)

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)

Capturing Layers in Image Collections with Componential Models: From the Layered Epitome to the Componential Counting Grid. - Alessandro Perina; Nebojsa Jojic (CVPR, 2013)

We like it! Mapping image preferences on the counting grid. - Pietro Lovato; Alessandro Perina; Dong Seon Cheng; Cristina Segalin; Nicu Sebe; Marco Cristani (ICIP, 2013)

Unveiling the multimedia unconscious: implicit cognitive processes and multimedia content analysis. - Marco Cristani; Alessandro Vinciarelli; Cristina Segalin; Alessandro Perina (ACM Multimedia, 2013)

Documents as multiple overlapping windows into grids of counts. - Alessandro Perina; Nebojsa Jojic; Manuele Bicego; Andrzej Truski (NIPS, 2013)

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

In the sight of my wearable camera: Classifying my visual experience - Alessandro Perina; Nebojsa Jojic (CoRR, 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)

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)

Recognizing People by Their Personal Aesthetics: A Statistical Multi-level Approach. - Cristina Segalin; Alessandro Perina; Marco Cristani (ACCV (3), 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)

Biometrics on visual preferences: A "pump and distill" regression approach. - Cristina Segalin; Alessandro Perina; Marco Cristani (ICIP, 2014)

Personal Aesthetics for Soft Biometrics: A Generative Multi-resolution Approach. - Cristina Segalin; Alessandro Perina; Marco Cristani (ICMI, 2014)

Expression Microarray Data Classification Using Counting Grids and Fisher Kernel. - Alessandro Perina; Maria Kesa; Manuele Bicego (ICPR, 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)

Bags of Words Models of Epitope Sets: HIV Viral Load Regression with Counting Grids. - Alessandro Perina; Pietro Lovato; Nebojsa Jojic (Pacific Symposium on Biocomputing, 2014)

Faved! Biometrics: Tell Me Which Image You Like and I'll Tell You Who You Are. - Pietro Lovato; Manuele Bicego; Cristina Segalin; Alessandro Perina; Nicu Sebe; Marco Cristani (IEEE Trans. Inf. Forensics Secur., 2014)

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)

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

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)

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

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

Capturing Spatial Interdependence in Image Features: The Counting Grid, an Epitomic Representation for Bags of Features. - Alessandro Perina; Nebojsa Jojic (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

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)

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)

Hierarchical learning of grids of microtopics. - Nebojsa Jojic; Alessandro Perina; Dongwoo Kim 002 (UAI, 2016)

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

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 Pictures We Like Are Our Image: Continuous Mapping of Favorite Pictures into Self-Assessed and Attributed Personality Traits. - Cristina Segalin; Alessandro Perina; Marco Cristani; Alessandro Vinciarelli (IEEE Trans. Affect. Comput., 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)

Output Constraint Transfer for Kernelized Correlation Filter in Tracking. - Baochang Zhang 001; Zhigang Li; Xianbin Cao 001; Qixiang Ye; Chen Chen 001; Linlin Shen; Alessandro Perina; Rongrong Ji (IEEE Trans. Syst. Man Cybern. Syst., 2017)

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

Latent Constrained Correlation Filter. - Baochang Zhang 001; Shangzhen Luan; Chen Chen 001; Jungong Han; Wei Wang 016; Alessandro Perina; Ling Shao 001 (IEEE Trans. Image Process., 2018)