Alessandro Perina

Publication Activity (10 Years)

Years Active: 2007-2018
Publications (10 Years): 14

Top Topics

Microarray Data Classification

Sparse Representation

Object Tracking

Top Venues

Int. J. Comput. Vis.

Publications

Baochang Zhang, Alessandro Perina, Ce Li, Qixiang Ye, Vittorio Murino, Alessio Del Bue
Manifold constraint transfer for visual structure-driven optimization. Pattern Recognit. 77 (2018)
Baochang Zhang, Shangzhen Luan, Chen Chen, Jungong Han, Wei Wang, Alessandro Perina, Ling Shao
Latent Constrained Correlation Filter. IEEE Trans. Image Process. 27 (3) (2018)
Amran Bhuiyan, Alessandro Perina, Vittorio Murino
Exploiting Multiple Detections for Person Re-Identification. J. Imaging 4 (2) (2018)
Cristina Segalin, Alessandro Perina, Marco Cristani, Alessandro Vinciarelli
The Pictures We Like Are Our Image: Continuous Mapping of Favorite Pictures into Self-Assessed and Attributed Personality Traits. IEEE Trans. Affect. Comput. 8 (2) (2017)
Baochang Zhang, Zhigang Li, Xianbin Cao, Qixiang Ye, Chen Chen, Linlin Shen, Alessandro Perina, Rongrong Ji
Output Constraint Transfer for Kernelized Correlation Filter in Tracking. IEEE Trans. Syst. Man Cybern. Syst. 47 (4) (2017)
Baochang Zhang, Shangzhen Luan, Chen Chen, Jungong Han, Wei Wang, Alessandro Perina, Ling Shao
Latent Constrained Correlation Filter. CoRR (2017)
Baochang Zhang, Zhigang Li, Alessandro Perina, Alessio Del Bue, Vittorio Murino, Jianzhuang Liu
Adaptive Local Movement Modeling for Robust Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 27 (7) (2017)
Nebojsa Jojic, Alessandro Perina, Dongwoo Kim
Hierarchical learning of grids of microtopics. UAI (2016)
Baochang Zhang, Alessandro Perina, Zhigang Li, Vittorio Murino, Jianzhuang Liu, Rongrong Ji
Bounding Multiple Gaussians Uncertainty with Application to Object Tracking. Int. J. Comput. Vis. 118 (3) (2016)
Pietro Lovato, Manuele Bicego, Maria Kesa, Nebojsa Jojic, Vittorio Murino, Alessandro Perina
Traveling on discrete embeddings of gene expression. Artif. Intell. Medicine 70 (2016)
Sadegh Mohammadi, Francesco Setti, Alessandro Perina, Marco Cristani, Vittorio Murino
Groups and Crowds: Behaviour Analysis of People Aggregations. VISIGRAPP (Revised Selected Papers) (2016)
Behzad Mirmahboub, Hamed Kiani, Amran Bhuiyan, Alessandro Perina, Baochang Zhang, Alessio Del Bue, Vittorio Murino
Person re-identification using sparse representation with manifold constraints. ICIP (2016)
Sadegh Mohammadi, Alessandro Perina, Hamed Kiani, Vittorio Murino
Angry Crowds: Detecting Violent Events in Videos. ECCV (7) (2016)
Baochang Zhang, Zhigang Li, Xianbin Cao, Qixiang Ye, Chen Chen, LinLin Shen, Alessandro Perina, Rongrong Ji
Output Constraint Transfer for Kernelized Correlation Filter in Tracking. CoRR (2016)
Sadegh Mohammadi, Hamed Kiani, Alessandro Perina, Vittorio Murino
Violence detection in crowded scenes using substantial derivative. AVSS (2015)
Sadegh Mohammadi, Hamed Kiani, Alessandro Perina, Vittorio Murino
A comparison of crowd commotion measures from generative models. CVPR Workshops (2015)
Hossein Mousavi, Moin Nabi, Hamed Kiani, Alessandro Perina, Vittorio Murino
Crowd motion monitoring using tracklet-based commotion measure. ICIP (2015)
Cosimo Rubino, Marco Crocco, Alessandro Perina, Vittorio Murino, Alessio Del Bue
3D Structure from Detections. CoRR (2015)
Amran Bhuiyan, Behzad Mirmahboub, Alessandro Perina, Vittorio Murino
Person Re-identification Using Robust Brightness Transfer Functions Based on Multiple Detections. ICIAP (2) (2015)
Amran Bhuiyan, Alessandro Perina, Vittorio Murino
Exploiting multiple detections to learn robust brightness transfer functions in re-identification systems. ICIP (2015)
Hossein Mousavi, Moin Nabi, Hamed Kiani Galoogahi, Alessandro Perina, Vittorio Murino
Abnormality Detection with Improved Histogram of Oriented Tracklets. ICIAP (2) (2015)
Baochang Zhang, Zhigang Li, Alessandro Perina, Alessio Del Bue, Vittorio Murino
Adaptive Local Movement Modelling for Object Tracking. WACV (2015)
Pietro Lovato, Manuele Bicego, Vittorio Murino, Alessandro Perina
Robust Initialization for Learning Latent Dirichlet Allocation. SIMBAD (2015)
Baochang Zhang, Alessandro Perina, Vittorio Murino, Alessio Del Bue
Sparse representation classification with manifold constraints transfer. CVPR (2015)
Hossein Mousavi, Sadegh Mohammadi, Alessandro Perina, Ryad Chellali, Vittorio Murino
Analyzing Tracklets for the Detection of Abnormal Crowd Behavior. WACV (2015)
Alessandro Perina, Nebojsa Jojic
Capturing Spatial Interdependence in Image Features: The Counting Grid, an Epitomic Representation for Bags of Features. IEEE Trans. Pattern Anal. Mach. Intell. 37 (12) (2015)
Nebojsa Jojic, Alessandro Perina, Dongwoo Kim
Hierarchical learning of grids of microtopics. CoRR (2015)
Cristina Segalin, Alessandro Perina, Marco Cristani
Recognizing People by Their Personal Aesthetics: A Statistical Multi-level Approach. ACCV (3) (2014)
Pietro Lovato, Manuele Bicego, Cristina Segalin, Alessandro Perina, Nicu Sebe, Marco Cristani
Faved! Biometrics: Tell Me Which Image You Like and I'll Tell You Who You Are. IEEE Trans. Inf. Forensics Secur. 9 (3) (2014)
Alessandro Perina, Denis Peruzzo, Maria Kesa, Nebojsa Jojic, Vittorio Murino, Mellani Bellani, Paolo Brambilla, Umberto Castellani
Mapping Brains on Grids of Features for Schizophrenia Analysis. MICCAI (2) (2014)
Alessandro Perina, Matteo Zanotto, Baochang Zhang, Vittorio Murino
Location recognition on lifelog images via a discriminative combination of generative models. BMVC (2014)
Alessandro Perina, Pietro Lovato, Nebojsa Jojic
Bags of Words Models of Epitope Sets: HIV Viral Load Regression with Counting Grids. Pacific Symposium on Biocomputing (2014)
Alessandro Perina, Nebojsa Jojic
Capturing spatial interdependence in image features: the counting grid, an epitomic representation for bags of features. CoRR (2014)
Alessandro Perina, Maria Kesa, Manuele Bicego
Expression Microarray Data Classification Using Counting Grids and Fisher Kernel. ICPR (2014)
Cristina Segalin, Alessandro Perina, Marco Cristani
Biometrics on visual preferences: A "pump and distill" regression approach. ICIP (2014)
Amran Bhuiyan, Alessandro Perina, Vittorio Murino
Person Re-identification by Discriminatively Selecting Parts and Features. ECCV Workshops (3) (2014)
Cristina Segalin, Alessandro Perina, Marco Cristani
Personal Aesthetics for Soft Biometrics: A Generative Multi-resolution Approach. ICMI (2014)
Alessandro Perina, Nebojsa Jojic, Manuele Bicego, Andrzej Truski
Documents as multiple overlapping windows into grids of counts. NIPS (2013)
Alessandro Perina, Nebojsa Jojic
Capturing Layers in Image Collections with Componential Models: From the Layered Epitome to the Componential Counting Grid. CVPR (2013)
Alessandro Perina, Nebojsa Jojic
In the sight of my wearable camera: Classifying my visual experience CoRR (2013)
Alessandro Perina, Manuele Bicego, Umberto Castellani, Vittorio Murino
Exploiting Geometry in Counting Grids. SIMBAD (2013)
Marco Cristani, Alessandro Vinciarelli, Cristina Segalin, Alessandro Perina
Unveiling the multimedia unconscious: implicit cognitive processes and multimedia content analysis. ACM Multimedia (2013)
Pietro Lovato, Alessandro Perina, Dong Seon Cheng, Cristina Segalin, Nicu Sebe, Marco Cristani
We like it! Mapping image preferences on the counting grid. ICIP (2013)
Manuele Bicego, Aydin Ulas, Umberto Castellani, Alessandro Perina, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
Combining information theoretic kernels with generative embeddings for classification. Neurocomputing 101 (2013)
Loris Bazzani, Marco Cristani, Alessandro Perina, Vittorio Murino
Multiple-shot person re-identification by chromatic and epitomic analyses. Pattern Recognit. Lett. 33 (7) (2012)
Nebojsa Jojic, Alessandro Perina
Multidimensional counting grids: Inferring word order from disordered bags of words CoRR (2012)
Ha Quang Minh, Marco Cristani, Alessandro Perina, Vittorio Murino
A regularized spectral algorithm for Hidden Markov Models with applications in computer vision. CVPR (2012)
Alessandro Perina, Nebojsa Jojic
Spring Lattice Counting Grids: Scene Recognition Using Deformable Positional Constraints. ECCV (6) (2012)
Pietro Lovato, Manuele Bicego, Marco Cristani, Nebojsa Jojic, Alessandro Perina
Feature Selection Using Counting Grids: Application to Microarray Data. SSPR/SPR (2012)
Alessandro Perina, Nebojsa Jojic, Marco Cristani, Vittorio Murino
Stel Component Analysis: Joint Segmentation, Modeling and Recognition of Objects Classes. Int. J. Comput. Vis. 100 (3) (2012)
Pietro Lovato, Alessandro Perina, Nicu Sebe, Omar Zandonà, Alessio Montagnini, Manuele Bicego, Marco Cristani
Tell Me What You Like and I'll Tell You What You Are: Discriminating Visual Preferences on Flickr Data. ACCV (1) (2012)
Manuele Bicego, Pietro Lovato, Alessandro Perina, Marianna Fasoli, Massimo Delledonne, Mario Pezzotti, Annalisa Polverari, Vittorio Murino
Investigating Topic Models' Capabilities in Expression Microarray Data Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (6) (2012)
Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic
Free Energy Score Spaces: Using Generative Information in Discriminative Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 34 (7) (2012)
Nebojsa Jojic, Alessandro Perina
Multidimensional counting grids: Inferring word order from disordered bags of words. UAI (2011)
Marco Cristani, Anna Pesarin, Carlo Drioli, Alessandro Tavano, Alessandro Perina, Vittorio Murino
Generative modeling and classification of dialogs by a low-level turn-taking feature. Pattern Recognit. 44 (8) (2011)
Alessandro Perina, Nebojsa Jojic
Image analysis by counting on a grid. CVPR (2011)
Alessandro Perina, Pietro Lovato, Marco Cristani, Manuele Bicego
A Comparison on Score Spaces for Expression Microarray Data Classification. PRIB (2011)
Alessandro Perina, Nebojsa Jojic, Umberto Castellani, Marco Cristani, Vittorio Murino
Object Recognition with Hierarchical Stel Models. ECCV (6) (2010)
Umberto Castellani, Alessandro Perina, Vittorio Murino, Marcella Bellani, Gianluca Rambaldelli, Michele Tansella, Paolo Brambilla
Brain Morphometry by Probabilistic Latent Semantic Analysis. MICCAI (2) (2010)
Alessandro Perina, Marco Cristani, Vittorio Murino
2LDA: Segmentation for Recognition. ICPR (2010)
Loris Bazzani, Marco Cristani, Alessandro Perina, Michela Farenzena, Vittorio Murino
Multiple-Shot Person Re-identification by HPE Signature. ICPR (2010)
Alessandro Perina, Marco Cristani, Vittorio Murino
Learning natural scene categories by selective multi-scale feature extraction. Image Vis. Comput. 28 (6) (2010)
Manuele Bicego, Alessandro Perina, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
Combining free energy score spaces with information theoretic kernels: Application to scene classification. ICIP (2010)
Alessandro Perina, Pietro Lovato, Vittorio Murino, Manuele Bicego
Biologically-aware Latent Dirichlet Allocation (BaLDA) for the Classification of Expression Microarray. PRIB (2010)
Michela Farenzena, Loris Bazzani, Alessandro Perina, Vittorio Murino, Marco Cristani
Person re-identification by symmetry-driven accumulation of local features. CVPR (2010)
Manuele Bicego, Pietro Lovato, Barbara Oliboni, Alessandro Perina
Expression microarray classification using topic models. SAC (2010)
Nebojsa Jojic, Alessandro Perina, Vittorio Murino
Structural epitome: a way to summarize one's visual experience. NIPS (2010)
Marco Cristani, Anna Pesarin, Carlo Drioli, Alessandro Tavano, Alessandro Perina, Vittorio Murino
Auditory dialog analysis and understanding by generative modelling of interactional dynamics. CVPR Workshops (2009)
Nebojsa Jojic, Alessandro Perina, Marco Cristani, Vittorio Murino, Brendan J. Frey
Stel component analysis: Modeling spatial correlations in image class structure. CVPR (2009)
Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic
A hybrid generative/discriminative classification framework based on free-energy terms. ICCV (2009)
Alessandro Perina, Marco Cristani, Luciano Xumerle, Vittorio Murino, Pier Franco Pignatti, Giovanni Malerba
Fully non-homogeneous hidden Markov model double net: A generative model for haplotype reconstruction and block discovery. Artif. Intell. Medicine 45 (2-3) (2009)
Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino
A New Generative Feature Set Based on Entropy Distance for Discriminative Classification. ICIAP (2009)
Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, Nebojsa Jojic
Free energy score space. NIPS (2009)
Marco Cristani, Alessandro Perina, Vittorio Murino
Geo-located Image Grouping Using Latent Descriptions. ICVS (2008)
Marco Cristani, Alessandro Perina, Umberto Castellani, Vittorio Murino
Content visualization and management of geo-located image databases. CHI Extended Abstracts (2008)
Alessandro Perina, Marco Cristani, Vittorio Murino
Unsupervised Learning of Saliency Concepts for Natural Image Classification and Retrieval. CIARP (2008)
Marco Cristani, Alessandro Perina, Umberto Castellani, Vittorio Murino
Geo-located image analysis using latent representations. CVPR (2008)
Anna Pesarin, Marco Cristani, Vittorio Murino, Carlo Drioli, Alessandro Perina, Alessandro Tavano
A statistical signature for automatic dialogue classification. ICPR (2008)
Alessandro Perina, Marco Cristani, Vittorio Murino
Natural scenes categorization by hierarchical extraction of typicality patterns. ICIAP (2007)
Alessandro Perina, Marco Cristani, Giovanni Malerba, Luciano Xumerle, Vittorio Murino, Pier Franco Pignatti
Unsupervised Haplotype Reconstruction and LD Blocks Discovery in a Hidden Markov Framework. WILF (2007)