2026 Andrea Torsello: 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	37	10909	10603	344	342	177	4726

Overview

Andrea Torsello is affiliated with Ca Foscari University of Venice in Italy. Their primary research output is concentrated in the field of computer science, with a total of 49 publications recorded.

Their subfields of study include:

Computer Vision and Pattern Recognition
Artificial Intelligence
Statistical and Nonlinear Physics
Oceanography
Media Technology

Key topics covered in their research are:

Advanced Graph Neural Networks
Domain Adaptation and Few-Shot Learning
Advanced Neural Network Applications
Advanced Image and Video Retrieval Techniques
Multimodal Machine Learning Applications
Graph Theory and Algorithms
Image Enhancement Techniques

Andrea Torsello has authored several recent papers including:

Deep Demosaicing for Polarimetric Filter Array Cameras, 2022, IEEE Transactions on Image Processing
Cylinders extraction in non-oriented point clouds as a clustering problem, 2020, Pattern Recognition
A Physics-Driven CNN Model for Real-Time Sea Waves 3D Reconstruction, 2021, Remote Sensing
Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Toward real-time optical estimation of ocean waves' space-time fields, 2020, Computers & Geosciences

Frequent coauthors in their research collaborations include:

Luca Rossi
Giorgia Minello
Luca Cosmo
Filippo Bergamasco
Francesco Pelosin

Their publications are often found in venues such as:

arXiv (Cornell University)
Pattern Recognition
IEEE Transactions on Image Processing
Remote Sensing
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Andrea Torsello has contributed to book publications under Springer Science+Business Media, including the title Structural, Syntactic, and Statistical Pattern Recognition with editions in 2021 and 2022.

Best Publications

Graph-Based Representations in Pattern Recognition

Andrea Torsello;Francisco Escolano;Luc Brun

353
Citations
Partial Functional Correspondence

E. Rodolí;L. Cosmo;M. M. Bronstein;A. Torsello

267
Citations
RUNE-Tag: A high accuracy fiducial marker with strong occlusion resilience

Filippo Bergamasco;Andrea Albarelli;Emanuele Rodola;Andrea Torsello

159
Citations
A Scale Independent Selection Process for 3D Object Recognition in Cluttered Scenes

Emanuele Rodolà;Andrea Albarelli;Filippo Bergamasco;Andrea Torsello

134
Citations
Multiview registration via graph diffusion of dual quaternions

Andrea Torsello;Emanuele Rodola;Andrea Albarelli

126
Citations
A Skeletal Measure of 2D Shape Similarity

Andrea Torsello;Edwin R. Hancock

123
Citations
A quantum Jensen-Shannon graph kernel for unattributed graphs

Lu Bai;Luca Rossi;Andrea Torsello;Edwin R. Hancock

116
Citations
Matching as a non-cooperative game

Andrea Albarelli;Samuel Rota Bulo;Andrea Torsello;Marcello Pelillo

112
Citations
Computing approximate tree edit distance using relaxation labeling

Andrea Torsello;Edwin R. Hancock

112
Citations
A game-theoretic approach to deformable shape matching

Emanuele Rodola;Alex M. Bronstein;Andrea Albarelli;Filippo Bergamasco

106
Citations
Polynomial-time metrics for attributed trees

A. Torsello;D. Hidovic-Rowe;M. Pelillo

102
Citations
Grouping with Asymmetric Affinities: A Game-Theoretic Perspective

A. Torsello;S.R. Bulo;M. Pelillo

100
Citations
Learning shape-classes using a mixture of tree-unions

A. Torsello;E.R. Hancock

98
Citations
An Accurate and Robust Artificial Marker Based on Cyclic Codes

Filippo Bergamasco;Andrea Albarelli;Luca Cosmo;Emanuele Rodola

87
Citations
Robust Camera Calibration using Inaccurate Targets

Andrea Albarelli;Emanuele Rodolà;Andrea Torsello

87
Citations
Pi-Tag: a fast image-space marker design based on projective invariants

Filippo Bergamasco;Andrea Albarelli;Andrea Torsello

86
Citations
WASS: An open-source pipeline for 3D stereo reconstruction of ocean waves

Filippo Bergamasco;Andrea Torsello;Mauro Sclavo;Francesco Barbariol

85
Citations
Imposing Semi-Local Geometric Constraints for Accurate Correspondences Selection in Structure from Motion: A Game-Theoretic Perspective

Andrea Albarelli;Emanuele Rodolà;Andrea Torsello

79
Citations
Editorial: Similarity-based pattern recognition

Manuele Bicego;Vittorio Murino;Marcello Pelillo;Andrea Torsello

78
Citations
Making use of available and emerging data to predict the hazards of engineered nanomaterials by means of in silico tools: A critical review

G. Basei;D. Hristozov;L. Lamon;A. Zabeo

73
Citations
Beyond partitions: Allowing overlapping groups in pairwise clustering

A. Torsello;S.R. Bulo;M. Pelillo

66
Citations

Frequent Co-Authors

Edwin R. Hancock University of York

Emanuele Rodolà Sapienza University of Rome

Marcello Pelillo Ca Foscari University of Venice

Michael M. Bronstein University of Oxford

Richard C. Wilson University of York

Daniel Cremers Technical University of Munich

Samuel Rota Bulò Facebook (United States)

Alexander M. Bronstein Technion – Israel Institute of Technology

Sandro Carniel National Academies of Sciences, Engineering, and Medicine

Bin Luo Anhui University

External Links

Personal website of Andrea Torsello

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