TORSELLO Andrea

Qualifica Professore Ordinario
Telefono 041 234 8468 / Rettorato: 041 234 8271
E-mail andrea.torsello@unive.it
Sito web www.unive.it/persone/atorsell (scheda personale)
 http://www.dsi.unive.it/~atorsell
Struttura Dipartimento di Scienze Ambientali, Informatica e Statistica
Sito web struttura: https://www.unive.it/dais
Sede: Campus scientifico via Torino
Research Institute Research Institute for Digital and Cultural Heritage
Research Institute Research Institute for Complexity
Incarichi Componente del Search Committee
Prorettore alla ricerca

Dati relazione

Periodo di riferimento 28/01/2015 - 27/01/2018
Afferenza Dipartimento di Scienze Ambientali, Informatica e Statistica
Ruolo Professori associati

Attività didattica

A.A.InsegnamentoCodice Voto (max 4)Voto medio area (max 4)
2014/2015ARTIFICIAL INTELLIGENCECM01883.33.1
2014/2015COMPUTER VISIONCM01933.23.1
2014/2015PROGRAMMAZIONE A OGGETTICT03722.13.1
2015/2016ARTIFICIAL INTELLIGENCECM04722.83.1
2015/2016COMPUTER VISIONCM01933.43.1
2015/2016PROGRAMMAZIONE A OGGETTICT03722.93.1
2016/2017ADVANCED ALGORITHMS AND PROGRAMMING METHODSCM04701.83.1
2016/2017ARTIFICIAL INTELLIGENCECM04722.63.1
2016/2017PROGRAMMAZIONE A OGGETTICT03722.73.1

Tesi

Anno solareTipologiaTesi RelatoreTesi Correlatore
2015Corso di dottorato1
2015Corso di laurea magistrale1
2016Corso di dottorato1
2016Corso di laurea magistrale2
2017Corso di dottorato1
2017Corso di laurea1
2017Corso di laurea magistrale1

Finanziamenti

  • Groundtruthing VEiL
  • VEiL - Visualising Engineered Landscapes

Ricerche sviluppate e in corso

  • Game-theoretic models in machine learning
  • Georeferenziazione non distorta di Cartografia storica
  • Modelli congiunti per registrazione e calibrazione di camera
  • Non-Rigid and Deformable correspondences in 3D models
  • Ricostruzioni 3D di ambienti e manufatti archeologici
  • Similarity-based pattern recognition
  • Structural methods in computer vision

Pubblicazioni realizzate nel triennio

  • Ye, Cheng; Wilson, Richard C.; Rossi, Luca; Torsello, Andrea; Hancock, Edwin R. (2018), Thermodynamic Analysis of Time Evolving Networks in ENTROPY, vol. 20, pp. 759 (ISSN 1099-4300) (Articolo su rivista)
  • Albarelli, Andrea; Bergamasco, Filippo; Torsello, Andrea (2018), Learning computer vision through the development of a camera-trackable game controller , Computer Vision: Concepts, Methodologies, Tools, and Applications, IGI Global, pp. 1893-1903 (ISBN 9781522552055) (Articolo su libro)
  • Rossi, Luca; Boscaro, Eric; Torsello, Andrea (2018), Venice through the Lens of Instagram , Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018, Association for Computing Machinery, pp. 1190-1197, Convegno: The Web Conference 2018, WWW 2018, April 23-27, 2018 (ISBN 9781450356404) (Articolo in Atti di convegno)
  • Traviglia, Arianna; Torsello, A (2017), Landscape Pattern Detection in Archaeological Remote Sensing in GEOSCIENCES, vol. 7(4), 128 (ISSN 2076-3263) (Articolo su rivista)
  • Benetazzo, Alvise; Ardhuin, Fabrice; Bergamasco, Filippo; Cavaleri, Luigi; Guimarã£es, Pedro Veras; Schwendeman, Michael; Sclavo, Mauro; Thomson, Jim; Torsello, Andrea (2017), On the shape and likelihood of oceanic rogue waves in SCIENTIFIC REPORTS, vol. 7, pp. 8276 (ISSN 2045-2322) (Articolo su rivista)
  • Rodolà, E; Cosmo, Luca; Bronstein, M. M.; Torsello, Andrea; Cremers, D. (2017), Partial Functional Correspondence in COMPUTER GRAPHICS FORUM, vol. 36, pp. 222-236 (ISSN 0167-7055) (Articolo su rivista)
  • Bergamasco, Filippo; Torsello, Andrea; Sclavo, Mauro; Barbariol, Francesco; Benetazzo, Alvise (2017), WASS: An open-source pipeline for 3D stereo reconstruction of ocean waves in COMPUTERS & GEOSCIENCES, vol. 107, pp. 28-36 (ISSN 0098-3004) (Articolo su rivista)
  • Bergamasco, Filippo; Torsello, Andrea; Robles-Kelly, Antonio (2017), Spectral dichromatic parameter recovery from two views via total variation hyper-priors , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Verlag, vol. 10116, pp. 317-333 (ISBN 9783319544069) (Articolo su libro)
  • Cosmo, Luca; Albarelli, Andrea; Bergamasco, Filippo; Torsello, Andrea; Rodola, Emanuele; Cremers, Daniel (2017), A game-theoretical approach for joint matching of multiple feature throughout unordered images , Proceedings - International Conference on Pattern Recognition in INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, Institute of Electrical and Electronics Engineers Inc., pp. 3715-3720, Convegno: 23rd International Conference on Pattern Recognition, ICPR 2016, 2016 (ISBN 9781509048472) (ISSN 1051-4651) (Articolo in Atti di convegno)
  • Bergamasco, Filippo; Cosmo, Luca; Schiavinato, Michele; Albarelli, Andrea; Torsello, Andrea (2017), Dense multi-view homography estimation and plane segmentation , Proceedings - International Conference on Pattern Recognition in INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, Institute of Electrical and Electronics Engineers Inc., pp. 3739-3744, Convegno: 23rd International Conference on Pattern Recognition, ICPR 2016, 2016 (ISBN 9781509048472) (ISSN 1051-4651) (Articolo in Atti di convegno)
  • Rossi, Luca; Torsello, Andrea (2017), Measuring vertex centrality using the Holevo quantity , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) in LECTURE NOTES IN COMPUTER SCIENCE, Springer Verlag, vol. 10310, pp. 154-164, Convegno: 11th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2017, 2017 (ISBN 9783319589602) (ISSN 1611-3349) (Articolo in Atti di convegno)
  • Bergamasco, Filippo; Cosmo, Luca; Gasparetto, Andrea; Albarelli, Andrea; Torsello, Andrea (2017), Parameter-Free Lens Distortion Calibration of Central Cameras in Bergamasco, Filippo, Proceedings of the IEEE International Conference on Computer Vision in PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, Institute of Electrical and Electronics Engineers Inc., pp. 3867-3875, Convegno: 16th IEEE International Conference on Computer Vision, ICCV 2017, 2017 (ISBN 9781538610329) (ISSN 1550-5499) (Articolo in Atti di convegno)
  • Pistellato, Mara; Albarelli, Andrea; Bergamasco, Filippo; Torsello, Andrea (2017), Robust joint selection of camera orientations and feature projections over multiple views , Proceedings - International Conference on Pattern Recognition in INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, Institute of Electrical and Electronics Engineers Inc., pp. 3703-3708, Convegno: 23rd International Conference on Pattern Recognition, ICPR 2016, 2016 (ISBN 9781509048472) (ISSN 1051-4651) (Articolo in Atti di convegno)
  • Gasparetto, A; Cosmo, L.; Rodola, E.; Bronstein, M.; Torsello, A. (2017), Spatial Maps: From low rank spectral to sparse spatial functional representations , Proceedings - 2017 International Conference on 3D Vision, 3DV 2017, Institute of Electrical and Electronics Engineers Inc., pp. 477-485, Convegno: 7th IEEE International Conference on 3D Vision, 3DV 2017, 2017 (ISBN 9781538626108) (Articolo in Atti di convegno)
  • Schiavinato, Michele; Torsello, Andrea (2017), Synchronization over the Birkhoff polytope for multi-graph matching , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) in LECTURE NOTES IN COMPUTER SCIENCE, Springer Verlag, vol. 10310, pp. 266-275, Convegno: 11th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2017, 2017 (ISBN 9783319589602) (ISSN 1611-3349) (Articolo in Atti di convegno)
  • Albarelli, Andrea; Cosmo, Luca; Bergamasco, Filippo; Sartoretto, Flavio; Torsello, Andrea (2016), A 5 degrees of freedom multi-user pointing device for interactive whiteboards in PATTERN ANALYSIS AND APPLICATIONS, vol. 19, pp. 237-250 (ISSN 1433-7541) (Articolo su rivista)
  • Bergamasco, Filippo; Albarelli, Andrea; Cosmo, Luca; Rodola, Emanuele; Torsello, Andrea (2016), An Accurate and Robust Artificial Marker based on Cyclic Codes in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 38, pp. 2359-2373 (ISSN 0162-8828) (Articolo su rivista)
  • Benetazzo, Alvise; Barbariol, Francesco; Bergamasco, Filippo; Torsello, Andrea; Carniel, Sandro; Sclavo, Mauro (2016), Stereo wave imaging from moving vessels: Practical use and applications in COASTAL ENGINEERING, vol. 109, pp. 114-127 (ISSN 0378-3839) (Articolo su rivista)
  • Lockhart, Joshua; Minello, Giorgia; Rossi, Luca; Severini, Simone; Torsello, Andrea (2016), Edge centrality via the Holevo quantity , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) in LECTURE NOTES IN COMPUTER SCIENCE, Springer Verlag, vol. 10029, pp. 143-152, Convegno: Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition, SSPR 2016, 2016 (ISBN 9783319490540; 9783319490540) (ISSN 1611-3349) (Articolo in Atti di convegno)
  • Gasparetto, Andrea; Cosmo, Luca; Torsello, Andrea; Wilson, Richard (2016), Non-rigid dense bijective maps , Proceedings - International Conference on Pattern Recognition in INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, Institute of Electrical and Electronics Engineers Inc., pp. 3781-3786, Convegno: 23rd International Conference on Pattern Recognition, ICPR 2016, 2016 (ISBN 9781509048472) (ISSN 1051-4651) (Articolo in Atti di convegno)
  • Minello, Giorgia; Torsello, Andrea; Hancock, Edwin R. (2016), Quantum thermodynamics of time evolving networks , Proceedings - International Conference on Pattern Recognition in INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, Institute of Electrical and Electronics Engineers Inc., pp. 1536-1541, Convegno: 23rd International Conference on Pattern Recognition, ICPR 2016, 2016 (ISBN 9781509048472) (ISSN 1051-4651) (Articolo in Atti di convegno)
  • Minello, Giorgia; Torsello, Andrea; Hancock, Edwin R. (2016), Thermodynamic Characterization of Temporal Networks , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) in LECTURE NOTES IN COMPUTER SCIENCE, Springer Verlag, vol. 10029, pp. 49-59, Convegno: Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition, SSPR 2016, 2016 (ISBN 9783319490540; 9783319490540) (ISSN 1611-3349) (Articolo in Atti di convegno)
  • Lu, Bai; Rossi, Luca; Torsello, Andrea; Edwin R., Hancock (2015), A Quantum Jensen-Shannon Graph Kernel for Unattributed Graphs in PATTERN RECOGNITION, vol. 48, pp. 344-355 (ISSN 0031-3203) (Articolo su rivista)
  • Emanuele, Rodolà; Albarelli, Andrea; Daniel, Cremers; Torsello, Andrea (2015), A Simple and Effective Relevance-Based Point Sampling for 3D Shapes in PATTERN RECOGNITION LETTERS, vol. 1, pp. 1-8 (ISSN 0167-8655) (Articolo su rivista)
  • Albarelli, Andrea; Emanuele, Rodolà; Torsello, Andrea (2015), Fast and Accurate Surface Alignment through an Isometry-Enforcing Game in PATTERN RECOGNITION, vol. 48, pp. 2209-2226 (ISSN 0031-3203) (Articolo su rivista)
  • Rossi, Luca; Torsello, Andrea; Edwin R., Hancock (2015), Measuring graph similarity through continuous-time quantum walks and the quantum Jensen-Shannon divergence in PHYSICAL REVIEW E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS, vol. 91, pp. 1-12 (ISSN 1539-3755) (Articolo su rivista)
  • Benetazzo, Alvise; Barbariol, Francesco; Bergamasco, Filippo; Torsello, Andrea; Carniel, Sandro; Sclavo, Mauro (2015), Observation of extreme sea waves in a space-time ensemble in JOURNAL OF PHYSICAL OCEANOGRAPHY, vol. 45, pp. 2261-2275 (ISSN 0022-3670) (Articolo su rivista)
  • Ye, Cheng; Comin, César H.; Peron, Thomas K. D. M.; Silva, Filipi N.; Rodrigues, Francisco A.; Costa, Luciano da F.; Torsello, Andrea; Hancock, Edwin R. (2015), Thermodynamic characterization of networks using graph polynomials in PHYSICAL REVIEW E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS, vol. 92 (ISSN 1539-3755) (Articolo su rivista)
  • Luca, Rossi; Torsello, Andrea; Edwin R., Hancock (2015), Unfolding Kernel Embeddings of Graphs: Enhancing Class Separation through Manifold Learning in PATTERN RECOGNITION, vol. 48, pp. 3357-3370 (ISSN 0031-3203) (Articolo su rivista)
  • Andrea Gasparetto; Giorgia Minello; Andrea Torsello (2015), A Non-parametric Spectral Model for Graph Classification , Proceedings of the International Conference on Pattern Recognition Applications and Methods, SciTePress – Science and Technology Publications, pp. 312-319, Convegno: International Conference on Pattern Recognition Applications and Methods (ICPRAM 2015) (ISBN 9789897580765; 9789897580772) (Articolo in Atti di convegno)
  • Andrea, Gasparetto; Andrea, Torsello (2015), A Statistical Model of Riemannian Metric Variation for Deformable Shape Analysis , The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, pp. 1219-1228, Convegno: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Articolo in Atti di convegno)
  • Bergamasco, Filippo; Albarelli, Andrea; Cosmo, Luca; Torsello, Andrea; Rodola, Emanuele; Cremers, Daniel (2015), Adopting an Unconstrained Ray Model in Light-Field Cameras for 3D Shape Reconstruction , The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, pp. 3003-3012, Convegno: CVPR 2015 (Articolo in Atti di convegno)
  • Pistellato, Mara; Bergamasco, Filippo; Albarelli, Andrea; Torsello, Andrea (2015), Dynamic Optimal Path Selection for 3D Triangulation with Multiple Cameras , Proceedings of the 18th International Conference on Image Analysis and Processing in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 9279, pp. 468-479, Convegno: ICIAP 2015, September 7-11, 2015 (ISBN 978-3-319-23230-0) (ISSN 0302-9743) (Articolo in Atti di convegno)
  • Gasparetto, Andrea; Minello, Giorgia; Torsello, Andrea (2015), Non-parametric Spectral Model for Shape Retrieval , 2015 International Conference on 3D Vision, 3DV 2015, Lyon, France, October 19-22, 2015, IEEE, pp. 344-352, Convegno: International Conference on 3D Vision (3DV) (ISBN 978-1-4673-8332-5; 978-1-4673-8332-5) (Articolo in Atti di convegno)
  • Rossi and, Luca; Musolesi and, Mirco; Torsello, Andrea (2015), On the k-Anonymization of Time-Varying and Multi-Layer Social Graphs , Proceedings of the Ninth International Conference on Web and SocialMedia, ICWSM 2015, University of Oxford, Oxford, UK, May 26-29,2015, AAAI Press, pp. 377-386, Convegno: International Conference on Web and SocialMedia (ICWSM) (ISBN 978-1-57735-733-9) (Articolo in Atti di convegno)
  • Ye, C.; Torsello, A.; Wilson, R.C.; Hancock, E.R. (2015), Thermodynamics of time evolving networks , Proceedings 10th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition - GbRPR 2015, Beijing, China, May 13-15, 2015. in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 9069, pp. 315-324, Convegno: International Workshop on Graph-Based Representations in Pattern Recognition (GbRPR) (ISBN 978-3-319-18223-0; 978-3-319-18224-7; 978-3-319-18223-0; 978-3-319-18224-7) (ISSN 0302-9743) (Articolo in Atti di convegno)
  • Schiavinato, Michele; Gasparetto, Andrea; Torsello, Andrea (2015), Transitive Assignment Kernels for Structural Classification , Third International Workshop on Similarity-Based Pattern Recognition - SIMBAD 2015 in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 9370, pp. 146-159, Convegno: International Workshop on Similarity-Based Pattern Recognition (SIMBAD) (ISBN 978-3-319-24260-6; 978-3-319-24261-3; 978-3-319-24260-6; 978-3-319-24261-3) (ISSN 0302-9743) (Articolo in Atti di convegno)

Pubblicazioni in corso di stampa

  • Traviglia, Arianna; Torsello A Automating detection of landscape patterning: a similarity-based approach in COMPUTER APPLICATIONS AND QUANTITATIVE METHODS IN ARCHAEOLOGY (CAA) (Working paper)

Partecipazione come referee di progetti di ricerca nazionali ed internazionali

- referee di progetto di ricerca per Austrian Science Fund (FWF)
- referee di progetto di ricerca per Croatian Science Foundation (HRZZ)
- referee di progetto di ricerca per Swiss National Science Foundation (SNSF)
- valutatore per il processo di valutazione della Czech Academy of Sciences (CAS)

Partecipazione a comitati editoriali di riviste/collane scientifiche

- Membro del Editorial Board per la rivista internazionale Pattern Recognition
- Membro del Editorial Board per la rivista internazionale Pattern Recognition Letters
- Membro del Editorial Board per la rivista internazionale The Scientific World Journal
- Membro del Editorial Board per la rivista internazionale International Scholarly Research Notices

Descrizione dell'attività di ricerca svolta nel triennio e gli obiettivi futuri

In questo triennio mi sono occupato
- Spectral shape analysis
- Quantum walks for network analysis
- Transformation syncronization
- Digital Humanities applications of Computer Vision
- Machine Learning in nanosafety

Nel prossimo triennio intendo continuare ad occupatmi di questi argomenti, con particolare attenzione a:
- Digital Humanities applications of Computer Vision

Relazioni invitate presso convegni o workshops

Relazioni su invito:
- “Network Science is Interdisciplinary” Lecture at summer school “Complex Systems: What Does the Brain Have in Common with a Cell or a Crisis?” Alicante, Spain, July 1-2 2015

- "Game Theory in Computer Vision and Pattern Recognition", VINEPA, Catania, 2016.

Seminari su invito tenuti presso altre Università, Centri di Ricerca, Aziende, etc.

- "Structural Models for Deformable Shape Recognition", Universitat Autonoma de Barcelona, Spain, 3/7/2015.

- "Partial Functiona Correspondence", University of York, UK, 8/10/2015.

Altre attività scientifiche

• ACCV (Asian Conference on Computer Vision) 2016, 2018
• AI (Australian Joint Conference on Artificial Intelligence) 2016, 2018
• CAIP (Int. Conference on Computer Analysis of Images and Patterns) 2015, 2017
• CISIM (International Conference on Information Systems and Industrial Management Applications) 2015, 2016, 2017, 2018
• CVPR (IEEE Conference on Computer Vision and Pattern Recogni- tion) 2015, 2016, 2017, 2018

• ECCV (European Conference on Computer Vision) 2016, 2018
• GbR (IAPR-TC-15 Workshop on Graph-based Representations in Patern Recognition) 2015, 2017
• ICCV(IEEEInternationalConferenceonComputerVision) 2015, 2017
• ICIAR (International Conference on Image Analysis and Recognition) 2016, 2017, 2018
• ICML (International Conference on Machine Learning) 2018
• ICMLA (International Conference on Machine Learning and Applications) 2016, 2017, 2018
• ICPR (International Conference on Pattern Recognition) 2018
• ICPRAM (International Conference on Pattern Recognition Applications and Methods) 2015, 2016, 2017, 2018
• NIPS (Neural Information Processing Systems) 2016, 2017
• REACTS (Workshop on Recognition and Action for Scene Understanding) 2015
• SIMBAD (International Workshop on Similarity-Based Pattern Analysis and Recogntion) 2015
• S+SSPR (Joint International Workshop on Structural and Syntactic Pattern Recognition and International Workshop on Statistical Pattern Recognition) 2016
• VISAPP (International Conference on Computer Vision Theory and Applications) 2017, 2018

Altre attività didattiche

Corso in "Data Science" master in Digital Humanities, a.a. 16-17, 17-18.

Incarichi accademici e attività organizzative

- Prorettore alla Ricerca (dal 31/10/2017)
- Membro del Presidio della Qualita` (dal 5/12/2014 fino a fine 2016)
- Membro comitato di gestione CSA (dal 7/8/2017 fino al 26/3/2018)

Componente di Collegi didattici, Comitati e Commissioni di Dipartimento, Commissioni di Ateneo

- Componente e vice-coordinatore del collegio didattico in Informatica e Computer Science (collegio unificato) (fino alla fine 2017)
- Componente del collegio del Dottorato in Informatica (tutto il periodo)
- Referente AQ di Dipartimento (2017)