Umberto Castellani

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

A sparse coding approach for local-to-global 3D shape description.

[BibT_eX]

[DOI]

Davide Boscaini

Vis. Comput., 2014

Automatic labelling of anatomical landmarks on 3D body scans.

[BibT_eX]

[DOI]

Graph. Model., 2014

Supervised learning of bag-of-features shape descriptors using sparse coding.

[BibT_eX]

[DOI]

Roee Litman

Michael M. Bronstein

Comput. Graph. Forum, 2014

Detection of Corpus Callosum Malformations in Pediatric Population Using the Discriminative Direction in Multiple Kernel Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Mapping Brains on Grids of Features for Schizophrenia Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

An augmented representation of activity in video using semantic-context information.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A Bioinformatics Approach to 3D Shape Matching.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Shape Retrieval of Non-Rigid 3D Human Models.

[BibT_eX]

[DOI]

Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014

2013

Analysis of Brain Magnetic Resonance (MR) Scans for the Diagnosis of Mental Illness.

[BibT_eX]

[DOI]

Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013

On the Combination of Information-Theoretic Kernels with Generative Embeddings.

[BibT_eX]

[DOI]

Pedro M. Q. Aguiar

Manuele Bicego

Mário A. T. Figueiredo

Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013

Combining information theoretic kernels with generative embeddings for classification.

[BibT_eX]

[DOI]

Mário A. T. Figueiredo

Neurocomputing, 2013

Machine Learning Approaches: From Theory to Application in Schizophrenia.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2013

Exploiting Geometry in Counting Grids.

[BibT_eX]

[DOI]

Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013

Neuronal network structural connectivity estimation by probabilistic features and graph heat kernels.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Local Signature Quantization by Sparse Coding.

[BibT_eX]

[DOI]

Davide Boscaini

Proceedings of the 6th Eurographics Workshop on 3D Object Retrieval, 2013

2012

Free Energy Score Spaces: Using Generative Information in Discriminative Classifiers.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Biomarker Evaluation by Multiple Kernel Learning for Schizophrenia Detection.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

A Localized MKL Method for Brain Classification with Known Intra-class Variability.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

A multiple kernel learning approach to multi-modal pedestrian classification.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Automatic Multi-view Surface Matching.

[BibT_eX]

[DOI]

Simone Fantoni

Proceedings of the 33rd Annual Conference of the European Association for Computer Graphics, 2012

Diffusion Geometry in Shape Analysis.

[BibT_eX]

[DOI]

Michael M. Bronstein

Proceedings of the 33rd Annual Conference of the European Association for Computer Graphics, 2012

Semantic-Context-Based Augmented Descriptor for Image Feature Matching.

[BibT_eX]

[DOI]

Samir Khoualed

Thierry Chateau

Proceedings of the Computer Vision, 2012

Accurate and Automatic Alignment of Range Surfaces.

[BibT_eX]

[DOI]

Simone Fantoni

Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

3D Shape Registration.

[BibT_eX]

[DOI]

Proceedings of the 3D Imaging, Analysis and Applications, 2012

2011

Statistical 3D Shape Analysis by Local Generative Descriptors.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Dissimilarity-based detection of schizophrenia.

[BibT_eX]

[DOI]

Int. J. Imaging Syst. Technol., 2011

Hybrid Generative-Discriminative Nucleus Classification of Renal Cell Carcinoma.

[BibT_eX]

[DOI]

Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011

Combining Data Sources Nonlinearly for Cell Nucleus Classification of Renal Cell Carcinoma.

[BibT_eX]

[DOI]

Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011

Heat Diffusion Based Dissimilarity Analysis for Schizophrenia Classification.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition in Bioinformatics, 2011

Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels.

[BibT_eX]

[DOI]

Mário A. T. Figueiredo

Proceedings of the Pattern Recognition in Bioinformatics, 2011

A New Shape Diffusion Descriptor for Brain Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

A Multiple Kernel Learning Algorithm for Cell Nucleus Classification of Renal Cell Carcinoma.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Multimodal Schizophrenia Detection by Multiclassification Analysis.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

Heat Diffusion Approach for Feature-based Body Scans Analysis.

[BibT_eX]

[DOI]

Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011

2010

The <i>bag of words</i> approach for retrieval and categorization of 3D objects.

[BibT_eX]

[DOI]

Roberto Toldo

Vis. Comput., 2010

Brain Morphometry by Probabilistic Latent Semantic Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Object Recognition with Hierarchical Stel Models.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2010, 2010

Dissimilarity-based representation for local parts.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

SHREC'10 Track: Robust Shape Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010

SHREC'10 Track: Correspondence Finding.

[BibT_eX]

[DOI]

Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010

SHREC'10 Track: Feature Detection and Description.

[BibT_eX]

[DOI]

Proceedings of the 3rd Eurographics Workshop on 3D Object Retrieval, 2010

2009

Free energy score space.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

A Bag of Words Approach for 3D Object Categorization.

[BibT_eX]

[DOI]

Roberto Toldo

Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2009

Automatic Segmentation of Scanned Human Body Using Curve Skeleton Analysis.

[BibT_eX]

[DOI]

Christian Lovato

Andrea Giachetti

Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2009

A New Generative Feature Set Based on Entropy Distance for Discriminative Classification.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2009

A hybrid generative/discriminative classification framework based on free-energy terms.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Semantic Shape Context for the Registration of Multiple Partial 3D Views.

[BibT_eX]

[DOI]

Samir Khoualed

Proceedings of the British Machine Vision Conference, 2009

Learning Approach to Analyze Tumour Heterogeneity in DCE-MRI Data During Anti-cancer Treatment.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2009

Local Kernel for Brains Classification in Schizophrenia.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

Computer Assisted Estimation of Anthropometric Parameters from Whole Body Scanner Data.

[BibT_eX]

[DOI]

Proceedings of the Modelling the Physiological Human, 3D Physiological Human Workshop, 2009

Visual Vocabulary Signature for 3D Object Retrieval and Partial Matching.

[BibT_eX]

[DOI]

Roberto Toldo

Proceedings of the 2nd Eurographics Workshop on 3D Object Retrieval, 2009

2008

Robust deformation capture from temporal range data for surface rendering.

[BibT_eX]

[DOI]

Vincent Gay-Bellile

Comput. Animat. Virtual Worlds, 2008

Sparse points matching by combining 3D mesh saliency with statistical descriptors.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2008

Visual MRI: Merging information visualization and non-parametric clustering techniques for MRI dataset analysis.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2008

3-SHIRT: Three-Dimensional Shape Indexing and Retrieval Techniques.

[BibT_eX]

[DOI]

Guido Maria Cortelazzo

Proceedings of the Eurographics Italian Chapter Conference 2008, Salerno, Italy, 2008, 2008

Geo-located image analysis using latent representations.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

HMM-based geometric signatures for compact 3D face representation and matching.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Coarse-to-fine low-rank structure-from-motion.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Content visualization and management of geo-located image databases.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007

Automatic selection of MRF control parameters by reactive tabu search.

[BibT_eX]

[DOI]

Image Vis. Comput., 2007

3D Objects Face Clustering using Unsupervised Mean Shift.

[BibT_eX]

[DOI]

Proceedings of the Eurographics Italian Chapter Conference 2007, Trento, Italy, 2007, 2007

Joint Reconstruction and Registration of a Deformable Planar Surface Observed by a 3D Sensor.

[BibT_eX]

[DOI]

Vincent Gay-Bellile

Proceedings of the Sixth International Conference on 3-D Digital Imaging and Modeling, 2007

2006

Adaptive Feature Integration for Segmentation of 3D Data by Unsupervised Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Acoustic Range Image Segmentation by Effective Mean Shift.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

3D Data Segmentation Using a Non-Parametric Density Estimation Approach.

[BibT_eX]

[DOI]

Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006

2005

A complete system for on-line 3D modelling from acoustic images.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2005

A Hidden Markov Model approach for appearance-based 3D object recognition.

[BibT_eX]

[DOI]

Manuele Bicego

Pattern Recognit. Lett., 2005

Optimal Parameter Estimation for MRF Stereo Matching.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2005

Towards Information Visualization and Clustering Techniques for MRI Data Sets.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2005

2004

Fast model tracking with multiple cameras for augmented reality.

[BibT_eX]

[DOI]

Alberto Sanson

Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2004

Robust 3D Segmentation for Underwater Acoustic Images.

[BibT_eX]

[DOI]

Linmi Tao

Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2003

Using hidden Markov models and wavelets for face recognition.

[BibT_eX]

[DOI]

Manuele Bicego

Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

3D Face Recognition Using Stereoscopic Vision.

[BibT_eX]

[DOI]

Proceedings of the Advanced Studies in Biometrics, Summer School on Biometrics, 2003

2002

Registration of Multiple Acoustic Range Views for Underwater Scene Reconstruction.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2002

Registration of very time-distant aerial images.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

Model Acquisition by Registration of Multiple Acoustic Range Views.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

Improving Environment Modelling by Edge Occlusion Surface Completion.

[BibT_eX]

[DOI]

Salvatore Livatino

Robert B. Fisher

Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001

Disparity map restoration by integration of confidence in Markov random fields models.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

Relaxing Symmetric Multiple Windows Stereo Using Markov Random Fields.

[BibT_eX]

[DOI]