2026 Umberto Castellani: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	30	14143	13709	516	511	153	3521

Overview

Umberto Castellani is affiliated with the University of Verona in Italy. Their research contributions primarily span the fields of Computer Science and Engineering.

Their work covers several subfields, including:

Computational Mechanics
Computer Vision and Pattern Recognition
Computer Graphics and Computer-Aided Design
Control and Systems Engineering
Cognitive Neuroscience

The main topics addressed in their research are:

3D Shape Modeling and Analysis
Computer Graphics and Visualization Techniques
Image Processing and 3D Reconstruction
Human Pose and Action Recognition
Advanced Vision and Imaging
Human Motion and Animation
Advanced Numerical Analysis Techniques

Frequent venues for publication include:

arXiv (Cornell University)
BOA (University of Milano-Bicocca)
Computers & Graphics
SSRN Electronic Journal
IEEE Transactions on Pattern Analysis and Machine Intelligence

Frequent coauthors collaborating with Umberto Castellani are:

Simone Melzi
Riccardo Marin
Pietro Musoni
Emanuele Rodolà
Letizia Squarcina

Recent papers authored by Castellani include:

Infinite Feature Selection: A Graph-based Feature Filtering Approach, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence
FARM: Functional Automatic Registration Method for 3D Human Bodies, 2020, BOA (University of Milano-Bicocca)
Automatic classification of autism spectrum disorder in children using cortical thickness and support vector machine, 2021, Brain and Behavior
Clinical, Brain, and Multilevel Clustering in Early Psychosis and Affective Stages, 2022, JAMA Psychiatry
Intrinsic/extrinsic embedding for functional remeshing of 3D shapes, 2020, Computers & Graphics

Best Publications

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

Umberto Castellani;Marco Cristani;Simone Fantoni;Vittorio Murino

314
Citations
Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach

Giorgio Roffo;Simone Melzi;Umberto Castellani;Alessandro Vinciarelli

272
Citations
Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks

D. Boscaini;J. Masci;S. Melzi;M. M. Bronstein

241
Citations
Infinite Feature Selection: A Graph-based Feature Filtering Approach

Giorgio Roffo;Simone Melzi;Umberto Castellani;Alessandro Vinciarelli

195
Citations
Coarse-to-fine low-rank structure-from-motion

A. Bartoli;V. Gay-Bellile;U. Castellani;J. Peyras

151
Citations
Shape Retrieval of Non-rigid 3D Human Models

D. Pickup;X. Sun;P. L. Rosin;R. R. Martin

148
Citations
Using hidden Markov models and wavelets for face recognition

M. Bicego;U. Castellani;V. Murino

132
Citations
Supervised learning of bag-of-features shape descriptors using sparse coding

Roee Litman;Alex Bronstein;Michael Bronstein;Umberto Castellani

115
Citations
SHREC'14 Track: Shape retrieval of non-rigid 3D human models

David Pickup;Ralph Robert Martin;Paul L. Rosin;Xianfang Sun

110
Citations
Visual vocabulary signature for 3D object retrieval and partial matching

R. Toldo;U. Castellani;A. Fusiello

104
Citations
Machine learning approaches: from theory to application in schizophrenia.

Elisa Veronese;Umberto Castellani;Denis Peruzzo;Marcella Bellani

99
Citations
A Bag of Words Approach for 3D Object Categorization

Roberto Toldo;Umberto Castellani;Andrea Fusiello

87
Citations
SHREC 2010: robust large-scale shape retrieval benchmark

A M. Bronstein;M M. Bronstein;U Castellani;B Falcidieno

83
Citations
Classification of schizophrenia using feature-based morphometry

Umberto Castellani;Elisa Rossato;Vittorio Murino;Vittorio Murino;Marcella Bellani

77
Citations
SHREC 2010: robust correspondence benchmark

A. M. Bronstein;M. M. Bronstein;U. Castellani;A. Dubrovina

73
Citations
The bag of words approach for retrieval and categorization of 3D objects

Roberto Toldo;Umberto Castellani;Andrea Fusiello

70
Citations
Accurate and Automatic Alignment of Range Surfaces

Simone Fantoni;Umberto Castellani;Andrea Fusiello

64
Citations
FARM: Functional Automatic Registration Method for 3D Human Bodies

Riccardo Marin;Simone Melzi;Emanuele Rodolà;Umberto Castellani

63
Citations
Geo-located image analysis using latent representations

M. Cristani;A. Perina;U. Castellani;V. Murino

61
Citations
3D Shape Registration

Umberto Castellani;Adrien Bartoli

60
Citations
Model Acquisition by Registration of Multiple Acoustic Range Views

Andrea Fusiello;Umberto Castellani;Lucca Ronchetti;Vittorio Murino

59
Citations
Classification of first-episode psychosis in a large cohort of patients using support vector machine and multiple kernel learning techniques

Letizia Squarcina;Umberto Castellani;Marcella Bellani;Cinzia Perlini

56
Citations

Frequent Co-Authors

Vittorio Murino University of Verona

Paolo Brambilla University of Milan

Andrea Fusiello University of Udine

Marco Cristani University of Verona

Michael M. Bronstein University of Oxford

Emanuele Rodolà Sapienza University of Rome

Alexander M. Bronstein Technion – Israel Institute of Technology

Maks Ovsjanikov École Polytechnique

Antonio Lasalvia University of Verona

A. Ben Hamza Concordia University

External Links

Personal website of Umberto Castellani Google Scholar page

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