Andrea Torsello

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 53

Top Venues

University of York, UK (PHD)

Education History

University of York, UK

PHD

Publications

Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello
GNN-LoFI: A novel graph neural network through localized feature-based histogram intersection. Pattern Recognit. 148 (2024)
Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo
Graph Generation via Spectral Diffusion. CoRR (2024)
Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello
GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram Intersection. CoRR (2024)
Alessandro Bicciato, Andrea Torsello
GAMS: Graph Augmentation with Module Swapping. ICPRAM (2022)
Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello
Classifying Me Softly: A Novel Graph Neural Network Based on Features Soft-Alignment. S+SSPR (2022)
Mara Pistellato, Filippo Bergamasco, Tehreem Fatima, Andrea Torsello
Deep Demosaicing for Polarimetric Filter Array Cameras. IEEE Trans. Image Process. 31 (2022)
Mara Pistellato, Filippo Bergamasco, Tehreem Fatima, Andrea Torsello
Deep Demosaicing for Polarimetric Filter Array Cameras. CoRR (2022)
Yantao Liu, Luca Rossi, Andrea Torsello
A Novel Graph Kernel Based on the Wasserstein Distance and Spectral Signatures. S+SSPR (2022)
Francesco Pelosin, Andrea Torsello
Smaller is Better: An Analysis of Instance Quantity/Quality Trade-off in Rehearsal-based Continual Learning. IJCNN (2022)
Francesco Pelosin, Saurav Jha, Andrea Torsello, Bogdan Raducanu, Joost van de Weijer
Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization. CVPR Workshops (2022)
Francesco Pelosin, Saurav Jha, Andrea Torsello, Bogdan Raducanu, Joost van de Weijer
Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization. CoRR (2022)
Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello
3D Shape Analysis Through a Quantum Lens: the Average Mixing Kernel Signature. Int. J. Comput. Vis. 130 (6) (2022)
Tehreem Fatima, Mara Pistellato, Andrea Torsello, Filippo Bergamasco
One-Shot HDR Imaging via Stereo PFA Cameras. ICIAP (2) (2022)
Filippo Bergamasco, Alvise Benetazzo, Jeseon Yoo, Andrea Torsello, Francesco Barbariol, Jin-Yong Jeong, Jae-Seol Shim, Luigi Cavaleri
Toward real-time optical estimation of ocean waves' space-time fields. Comput. Geosci. 147 (2021)
Mara Pistellato, Filippo Bergamasco, Andrea Torsello, Francesco Barbariol, Jeseon Yoo, Jin-Yong Jeong, Alvise Benetazzo
A Physics-Driven CNN Model for Real-Time Sea Waves 3D Reconstruction. Remote. Sens. 13 (18) (2021)
Francesco Pelosin, Andrea Gasparetto, Andrea Albarelli, Andrea Torsello
Unsupervised semantic discovery through visual patterns detection. CoRR (2021)
Giorgia Minello, Luca Rossi, Andrea Torsello
k-Anonymity on Graphs Using the Szemerédi Regularity Lemma. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello
Graph Kernel Neural Networks. CoRR (2021)
Francesco Pelosin, Andrea Torsello
More Is Better: An Analysis of Instance Quantity/Quality Trade-off in Rehearsal-based Continual Learning. CoRR (2021)
Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Luca Rossi, Andrea Torsello
The Average Mixing Kernel Signature. ECCV (20) (2020)
Giorgia Minello, Andrea Torsello, Edwin R. Hancock
Open system quantum thermodynamics of time-varying graphs. J. Complex Networks 8 (1) (2020)
Filippo Bergamasco, Mara Pistellato, Andrea Albarelli, Andrea Torsello
Cylinders extraction in non-oriented point clouds as a clustering problem. Pattern Recognit. 107 (2020)
Francesco Pelosin, Andrea Gasparetto, Andrea Albarelli, Andrea Torsello
Unsupervised Semantic Discovery Through Visual Patterns Detection. S+SSPR (2020)
Luca Rossi, Andrea Torsello
Estimating the Manifold Dimension of a Complex Network Using Weyl's Law. S+SSPR (2020)
Giorgia Minello, Luca Rossi, Andrea Torsello
On the von Neumann entropy of graphs. J. Complex Networks 7 (4) (2019)
Giorgia Minello, Luca Rossi, Andrea Torsello
Can a Quantum Walk Tell Which Is Which?A Study of Quantum Walk-Based Graph Similarity. Entropy 21 (3) (2019)
Mara Pistellato, Filippo Bergamasco, Andrea Albarelli, Luca Cosmo, Andrea Gasparetto, Andrea Torsello
Stochastic Phase Estimation and Unwrapping. ICPRAM (2019)
Mara Pistellato, Filippo Bergamasco, Andrea Albarelli, Andrea Torsello
Robust Cylinder Estimation in Point Clouds from Pairwise Axes Similarities. ICPRAM (2019)
Daniele Foffano, Luca Rossi, Andrea Torsello
You Can't See Me: Anonymizing Graphs Using the Szemerédi Regularity Lemma. Frontiers Big Data 2 (2019)
Mohsin Raza Jafri, Andrea Marin, Andrea Torsello, Majid Ghaderi
On the Optimality of Opportunistic Routing Protocols for Underwater Sensor Networks. MSWiM (2018)
Cheng Ye, Richard C. Wilson, Luca Rossi, Andrea Torsello, Edwin R. Hancock
Thermodynamic Analysis of Time Evolving Networks. Entropy 20 (10) (2018)
Luca Rossi, Eric Boscaro, Andrea Torsello
Venice through the Lens of Instagram: A Visual Narrative of Tourism in Venice. WWW (Companion Volume) (2018)
Filippo Bergamasco, Arianna Traviglia, Andrea Torsello
Saliency-Driven Variational Retargeting for Historical Maps. ECCV Workshops (2) (2018)
Luca Rossi, Andrea Torsello
Measuring Vertex Centrality Using the Holevo Quantity. GbRPR (2017)
Emanuele Rodolà, Luca Cosmo, Michael M. Bronstein, Andrea Torsello, Daniel Cremers
Partial Functional Correspondence. Comput. Graph. Forum 36 (1) (2017)
Andrea Gasparetto, Luca Cosmo, Emanuele Rodolà, Michael M. Bronstein, Andrea Torsello
Spatial Maps: From Low Rank Spectral to Sparse Spatial Functional Representations. 3DV (2017)
Filippo Bergamasco, Andrea Torsello, Mauro Sclavo, Francesco Barbariol, Alvise Benetazzo
WASS: An open-source pipeline for 3D stereo reconstruction of ocean waves. Comput. Geosci. 107 (2017)
Emanuele Rodolà, Luca Cosmo, Or Litany, Michael M. Bronstein, Alexander M. Bronstein, Nicolas Audebert, A. Ben Hamza, Alexandre Boulch, Umberto Castellani, Minh N. Do, Duc Anh Duong, Takahiko Furuya, Andrea Gasparetto, Y. Hong, J. Kim, Bertrand Le Saux, Roee Litman, Majid Masoumi, Giorgia Minello, Hai-Dang Nguyen, V.-T. Nguyen, Ryutarou Ohbuchi, Viet-Khoi Pham, Thuyen V. Phan, M. Rezaei, Andrea Torsello, Minh-Triet Tran, Q. T. Tran, Bao Truong, L. Wan, Changqing Zou
Deformable Shape Retrieval with Missing Parts. 3DOR@Eurographics (2017)
Filippo Bergamasco, Luca Cosmo, Andrea Gasparetto, Andrea Albarelli, Andrea Torsello
Parameter-Free Lens Distortion Calibration of Central Cameras. ICCV (2017)
Michele Schiavinato, Andrea Torsello
Synchronization Over the Birkhoff Polytope for Multi-graph Matching. GbRPR (2017)
Filippo Bergamasco, Luca Cosmo, Michele Schiavinato, Andrea Albarelli, Andrea Torsello
Dense multi-view homography estimation and plane segmentation. ICPR (2016)
Giorgia Minello, Andrea Torsello, Edwin R. Hancock
Quantum thermodynamics of time evolving networks. ICPR (2016)
Luca Cosmo, Emanuele Rodolà, Michael M. Bronstein, Andrea Torsello, Daniel Cremers, Yusuf Sahillioglu
Partial Matching of Deformable Shapes. 3DOR@Eurographics (2016)
Joshua Lockhart, Giorgia Minello, Luca Rossi, Simone Severini, Andrea Torsello
Edge Centrality via the Holevo Quantity. S+SSPR (2016)
Luca Cosmo, Emanuele Rodolà, Jonathan Masci, Andrea Torsello, Michael M. Bronstein
Matching Deformable Objects in Clutter. 3DV (2016)
Mara Pistellato, Andrea Albarelli, Filippo Bergamasco, Andrea Torsello
Robust joint selection of camera orientations and feature projections over multiple views. ICPR (2016)
Filippo Bergamasco, Andrea Torsello, Antonio Robles-Kelly
Spectral Dichromatic Parameter Recovery from Two Views via Total Variation Hyper-priors. ACCV Workshops (1) (2016)
Andrea Gasparetto, Luca Cosmo, Andrea Torsello, Richard C. Wilson
Non-rigid dense bijective maps. ICPR (2016)
Andrea Albarelli, Luca Cosmo, Filippo Bergamasco, Flavio Sartoretto, Andrea Torsello
A 5 degrees of freedom multi-user pointing device for interactive whiteboards. Pattern Anal. Appl. 19 (1) (2016)
Luca Rossi, Simone Severini, Andrea Torsello
The Average Mixing Matrix Signature. S+SSPR (2016)
Giorgia Minello, Andrea Torsello, Edwin R. Hancock
Thermodynamic Characterization of Temporal Networks. S+SSPR (2016)
Filippo Bergamasco, Andrea Albarelli, Luca Cosmo, Emanuele Rodolà, Andrea Torsello
An Accurate and Robust Artificial Marker Based on Cyclic Codes. IEEE Trans. Pattern Anal. Mach. Intell. 38 (12) (2016)
Luca Cosmo, Andrea Albarelli, Filippo Bergamasco, Andrea Torsello, Emanuele Rodolà, Daniel Cremers
A game-theoretical approach for joint matching of multiple feature throughout unordered images. ICPR (2016)
Michele Schiavinato, Andrea Gasparetto, Andrea Torsello
Transitive Assignment Kernels for Structural Classification. SIMBAD (2015)
Andrea Gasparetto, Andrea Torsello
A statistical model of Riemannian metric variation for deformable shape analysis. CVPR (2015)
Andrea Gasparetto, Giorgia Minello, Andrea Torsello
Non-parametric Spectral Model for Shape Retrieval. 3DV (2015)
Cheng Ye, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock
Thermodynamics of Time Evolving Networks. GbRPR (2015)
Emanuele Rodolà, Luca Cosmo, Michael M. Bronstein, Andrea Torsello, Daniel Cremers
Partial Functional Correspondence. CoRR (2015)
Mara Pistellato, Filippo Bergamasco, Andrea Albarelli, Andrea Torsello
Dynamic Optimal Path Selection for 3D Triangulation with Multiple Cameras. ICIAP (1) (2015)
Andrea Albarelli, Emanuele Rodolà, Andrea Torsello
Fast and accurate surface alignment through an isometry-enforcing game. Pattern Recognit. 48 (7) (2015)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
Unfolding Kernel embeddings of graphs: Enhancing class separation through manifold learning. Pattern Recognit. 48 (11) (2015)
Emanuele Rodolà, Andrea Albarelli, Daniel Cremers, Andrea Torsello
A simple and effective relevance-based point sampling for 3D shapes. Pattern Recognit. Lett. 59 (2015)
Luca Rossi, Mirco Musolesi, Andrea Torsello
On the k-Anonymization of Time-varying and Multi-layer Social Graphs. CoRR (2015)
Filippo Bergamasco, Andrea Albarelli, Luca Cosmo, Andrea Torsello, Emanuele Rodolà, Daniel Cremers
Adopting an unconstrained ray model in light-field cameras for 3D shape reconstruction. CVPR (2015)
Lu Bai, Luca Rossi, Andrea Torsello, Edwin R. Hancock
A quantum Jensen-Shannon graph kernel for unattributed graphs. Pattern Recognit. 48 (2) (2015)
Cheng Ye, Cesar H. Comin, Thomas K. D. M. Peron, Filipi Nascimento Silva, Francisco Aparecido Rodrigues, Luciano da Fontoura Costa, Andrea Torsello, Edwin R. Hancock
Thermodynamic characterization of networks using graph polynomials. CoRR (2015)
Andrea Gasparetto, Giorgia Minello, Andrea Torsello
A Non-parametric Spectral Model for Graph Classification. ICPRAM (1) (2015)
Luca Rossi, Mirco Musolesi, Andrea Torsello
On the k-Anonymization of Time-Varying and Multi-Layer Social Graphs. ICWSM (2015)
Filippo Bergamasco, Luca Cosmo, Andrea Albarelli, Andrea Torsello
Camera Calibration from Coplanar Circles. ICPR (2014)
Luca Rossi, Andrea Torsello
Coarse-to-fine skeleton extraction for high resolution 3D meshes. Comput. Vis. Image Underst. 118 (2014)
Manuel Alvar, Andrea Torsello, Álvaro Sánchez Miralles, José María Armingol
Abnormal behavior detection using dominant sets. Mach. Vis. Appl. 25 (5) (2014)
Luca Cosmo, Andrea Albarelli, Filippo Bergamasco, Andrea Torsello
Design and Evaluation of a Viewer-Dependent Stereoscopic Display. ICPR (2014)
Andrea Albarelli, Luca Cosmo, Filippo Bergamasco, Andrea Torsello
High-Coverage 3D Scanning through Online Structured Light Calibration. ICPR (2014)
Andrea Torsello, Andrea Gasparetto, Luca Rossi, Lu Bai, Edwin R. Hancock
Transitive State Alignment for the Quantum Jensen-Shannon Kernel. S+SSPR (2014)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
Node Centrality for Continuous-Time Quantum Walks. S+SSPR (2014)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
Manifold Learning and the Quantum Jensen-Shannon Divergence Kernel. CAIP (1) (2013)
Lu Bai, Edwin R. Hancock, Andrea Torsello, Luca Rossi
A Quantum Jensen-Shannon Graph Kernel Using the Continuous-Time Quantum Walk. GbRPR (2013)
Filippo Bergamasco, Andrea Albarelli, Emanuele Rodolà, Andrea Torsello
Can a Fully Unconstrained Imaging Model Be Applied Effectively to Central Cameras? CVPR (2013)
Emanuele Rodolà, Andrea Albarelli, Filippo Bergamasco, Andrea Torsello
A Scale Independent Selection Process for 3D Object Recognition in Cluttered Scenes. Int. J. Comput. Vis. 102 (1-3) (2013)
Filippo Bergamasco, Andrea Albarelli, Andrea Torsello
Pi-Tag: a fast image-space marker design based on projective invariants. Mach. Vis. Appl. 24 (6) (2013)
Emanuele Rodolà, Andrea Torsello, Tatsuya Harada, Yasuo Kuniyoshi, Daniel Cremers
Elastic Net Constraints for Shape Matching. ICCV (2013)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
A Continuous-Time Quantum Walk Kernel for Unattributed Graphs. GbRPR (2013)
Andrea Torsello, Andrea Albarelli, Emanuele Rodolà
Stable and fast techniques for unambiguous compound phase coding. Image Vis. Comput. 31 (4) (2013)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
Attributed Graph Similarity from the Quantum Jensen-Shannon Divergence. SIMBAD (2013)
Andrea Albarelli, Filippo Bergamasco, Augusto Celentano, Luca Cosmo, Andrea Torsello
Using multiple sensors for reliable markerless identification through supervised learning. Mach. Vis. Appl. 24 (7) (2013)
Lin Han, Luca Rossi, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock
Information Theoretic Prototype Selection for Unattributed Graphs. SSPR/SPR (2012)
Andrea Torsello, Xiaoyi Jiang, Miquel Ferrer
Editorial for the Special Issue on Graph-based representations in pattern recognition. Pattern Recognit. Lett. 33 (15) (2012)
Andrea Albarelli, Filippo Bergamasco, Andrea Torsello
Rigid and Non-rigid Shape Matching for Mechanical Components Retrieval. CISIM (2012)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
Approximate Axial Symmetries from Continuous Time Quantum Walks. SSPR/SPR (2012)
Emanuele Rodolà, Alexander M. Bronstein, Andrea Albarelli, Filippo Bergamasco, Andrea Torsello
A game-theoretic approach to deformable shape matching. CVPR (2012)
Andrea Albarelli, Filippo Bergamasco, Luca Rossi, Sebastiano Vascon, Andrea Torsello
A stable graph-based representation for object recognition through high-order matching. ICPR (2012)
Andrea Albarelli, Emanuele Rodolà, Andrea Torsello
Imposing Semi-Local Geometric Constraints for Accurate Correspondences Selection in Structure from Motion: A Game-Theoretic Perspective. Int. J. Comput. Vis. 97 (1) (2012)
Filippo Bergamasco, Luca Cosmo, Andrea Albarelli, Andrea Torsello
A Robust Multi-camera 3D Ellipse Fitting for Contactless Measurements. 3DIMPVT (2012)
Filippo Bergamasco, Andrea Albarelli, Andrea Torsello
A graph-based technique for semi-supervised segmentation of 3D surfaces. Pattern Recognit. Lett. 33 (15) (2012)
Luca Rossi, Andrea Torsello
An Adaptive Hierarchical Approach to the Extraction of High Resolution Medial Surfaces. 3DIMPVT (2012)
Filippo Bergamasco, Andrea Albarelli, Andrea Torsello, M. Favaro, Pietro Zanuttigh
Pairwise similarities for scene segmentation combining color and depth data. ICPR (2012)
Edwin R. Hancock, Andrea Torsello, Francisco Escolano, Luc Brun
Special issue on Graph-Based Representations in Computer Vision. Comput. Vis. Image Underst. 115 (7) (2011)
Filippo Bergamasco, Andrea Albarelli, Andrea Torsello
Semi-supervised Segmentation of 3D Surfaces Using a Weighted Graph Representation. GbRPR (2011)
Andrea Albarelli, Emanuele Rodolà, Filippo Bergamasco, Andrea Torsello
A Non-cooperative Game for 3D Object Recognition in Cluttered Scenes. 3DIMPVT (2011)
Andrea Torsello, Emanuele Rodolà, Andrea Albarelli
Multiview registration via graph diffusion of dual quaternions. CVPR (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andrea Torsello