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Ricerca Persone

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TORSELLO Andrea

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Attività e competenze di ricerca

Settore Scientifico Disciplinare (SSD) di afferenza
Settore Scientifico Disciplinare (SSD) affine
Aree e linee di ricerca

Competenze di ricerca

Visione artificiale, Machine Larning, Intelligenza Artificiale

Parole Chiave
  • 3 D modelling, Image processing, Artificial intelligence
Codice ATECO
  • [62.0] - produzione di software, consulenza informatica e attività connesse

Ricerche sviluppate e in corso

Similarity-based pattern recognition

SSD
  • INF/01

Structural methods in computer vision

SSD
  • INF/01

Game-theoretic models in machine learning

SSD
  • INF/01
Altri membri del gruppo di ricerca

Non-Rigid and Deformable correspondences in 3D models

SSD
  • INF/01

Modelli congiunti per registrazione e calibrazione di camera

SSD
  • INF/01
Altri membri del gruppo di ricerca

Finanziamenti

Quinte virtuali

Ente finanziatore
  • CIGRAPH SRL
Tipologia
  • Consulenza
Ruolo nel progetto
  • NS
Data inizio
  • Anno: 2009 Durata mesi: 6

RADDRIZZAMENTO FOTOSTEREOSCOPICO

Ente finanziatore
  • CIGRAPH FACTORY SRL
Tipologia
  • Consulenza
Ruolo nel progetto
  • NS
Data inizio
  • Anno: 2009 Durata mesi: 6

Aree geografiche in cui si applica prevalentemente l'esperienza di ricerca

Internazionale: Europa

Lingue conosciute

  • inglese (scritto: madrelingua, parlato: madrelingua)

Partecipazione a comitati editoriali di riviste/collane scientifiche

- Membro del Editorial Board per la rivista internazionale Pattern Recognition Letters - Membro del Editorial Board per la rivista internazionale ISRN Machine Vision

Partecipazione come referees di progetti di ricerca nazionali ed internazionali

- referee di progetto di ricerca per Austrian Science Fund (FWF)

Pubblicazioni per Anno

2014

  • Lu Bai,Luca Rossi,Andrea Torsello,Edwin R. Hancock A Quantum Jensen-Shannon Graph Kernel for Unattributed Graphs, in PATTERN RECOGNITION, vol. N/A, pp. 1-32 (ISSN 0031-3203) Link DOI (Articolo su rivista)
  • Manuel Alvar,Andrea Torsello,Alvaro Sanchez-Miralles,José María Armingol Abnormal behavior detection using dominant sets, in MACHINE VISION AND APPLICATIONS, vol. -, pp. 1-14 (ISSN 0932-8092) Link DOI (Articolo su rivista)
  • Luca Rossi,Andrea Torsello Coarse-to-fine skeleton extraction for high resolution 3D meshes, in COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 118, pp. 140-152 (ISSN 1077-3142) Link DOI (Articolo su rivista)

2013

  • Emanuele Rodolà, Andrea Albarelli, Filippo Bergamasco, Andrea Torsello A Scale Independent Selection Process for 3D Object Recognition in Cluttered Scenes , in INTERNATIONAL JOURNAL OF COMPUTER VISION, vol. 102, pp. 129-145 (ISSN 0920-5691) Link DOI (Articolo su rivista)
  • Luca Rossi,Andrea Torsello,Edwin R. Hancock,Richard C. Wilson Characterizing graph symmetries through quantum Jensen-Shannon divergence, in PHYSICAL REVIEW E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS, vol. 88, pp. 032806-1-032806-9 (ISSN 1539-3755) Link DOI (Articolo su rivista)
  • Filippo Bergamasco,Andrea Albarelli,Andrea Torsello Pi-Tag: a fast image-space marker design based on projective invariants, in MACHINE VISION AND APPLICATIONS, vol. 24, pp. 1295-1310 (ISSN 0932-8092) Link DOI (Articolo su rivista)
  • Andrea Torsello, Andrea Albarelli, Emanuele Rodolà Stable and fast techniques for unambiguous compound phase coding, in IMAGE AND VISION COMPUTING, vol. 31, pp. 341-356 (ISSN 0262-8856) Link DOI (Articolo su rivista)
  • Andrea Albarelli,Filippo Bergamasco,Augusto Celentano,Luca Cosmo,Andrea Torsello Using multiple sensors for reliable markerless identification through supervised learning, in MACHINE VISION AND APPLICATIONS, vol. 24, pp. 1539-1554 (ISSN 0932-8092) Link DOI (Articolo su rivista)
  • Marcello Pelillo,Samuel Rota Bulò,Andrea Torsello,Andrea Albarelli,Emanuele Rodolà A Game-Theoretic Approach to Pairwise Clustering and Matching, Similarity-Based Pattern Analysis and Recognition, in ADVANCES IN COMPUTER VISION AND PATTERN RECOGNITION, Springer, pp. 179-216 (ISBN 9781447156277) (ISSN 2191-6586) Link DOI (Articolo su libro)
  • Luca Rossi,Andrea Torsello,Edwin R. Hancock A Continuous-Time Quantum Walk Kernel for Unattributed Graphs, Lecture Notes in Computer ScienceGraph-Based Representations in Pattern Recognition, in LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, Springer, vol. 7877, pp. 101-110, Convegno: Graph-Based Representations in Pattern Recognition - 9th IAPR-TC-15 International Workshop, Vienna, Austria, May, 2013 (ISBN 9783642382208) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • Lu Bai,Edwin R. Hancock,Andrea Torsello,Luca Rossi A Quantum Jensen-Shannon Graph Kernel Using the Continuous-Time Quantum Walk, Lecture Notes in Computer ScienceGraph-Based Representations in Pattern Recognition, in LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, Springer, vol. 7877, pp. 121-131, Convegno: Graph-Based Representations in Pattern Recognition - 9th IAPR-TC-15 International Workshop, Vienna, Austria, May 2013 (ISBN 9783642382208) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • Luca Rossi,Andrea Torsello,Edwin R. Hancock Attributed Graph Similarity from the Quantum Jensen-Shannon DivergenceSimilarity-Based Pattern Recognition, Lecture Notes in Computer ScienceSimilarity-Based Pattern Recognition, in LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, Springer, vol. 7953, pp. 204-218, Convegno: Similarity-Based Pattern Recognition - Second International Workshop, SIMBAD 2013, York, UK, July 2013 (ISBN 9783642391392) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • F. Bergamasco, A. Albarelli, E. Rodola, A. Torsello Can a Fully Unconstrained Imaging Model Be Applied Effectively to Central Cameras?, 2013 IEEE Conference on Computer Vision and Pattern Recognition, IEEE, pp. 1391-1398, Convegno: IEEE Conference on Computer Vision and Pattern Recognition (ISBN 9780769549897) Link DOI (Articolo in Atti di convegno)
  • Emanuele Rodola, Andrea Torsello, Tatsuya Harada, Yasuo Kuniyoshi, Daniel Cremers Elastic Net Constraints for Shape Matching, Proc. IEEE International Conference on Computer Vision - ICCV2013, IEEE, pp. 1169-1176, Convegno: IEEE International Conference on Computer Vision, Sydney, Australia, 3-6 Dicembre 2013 Link DOI (Articolo in Atti di convegno)
  • Luca Rossi,Andrea Torsello,Edwin R. Hancock Manifold Learning and the Quantum Jensen-Shannon Divergence KernelComputer Analysis of Images and Patterns, Lecture Notes in Computer ScienceComputer Analysis of Images and Patterns, in LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, Springer, vol. 8047, pp. 62-69, Convegno: Computer Analysis of Images and Patterns - 15th International Conference, York, UK, August 2013 (ISBN 9783642402609) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)

2012

  • Filippo Bergamasco, Andrea Albarelli, Andrea Torsello A graph-based technique for semi-supervised segmentation of 3D surfaces, in PATTERN RECOGNITION LETTERS, vol. 33, pp. 2057-2064 (ISSN 0167-8655) Link DOI (Articolo su rivista)
  • Andrea Torsello, Xiaoyi Jiang, Miquel Ferrer Editorial for the Special Issue on Graph-based representations in pattern recognition , in PATTERN RECOGNITION LETTERS, vol. 33, pp. 1957-1957 (ISSN 0167-8655) Link DOI (Articolo su rivista)
  • Albarelli Andrea, Rodola Emanuele , Torsello Andrea Imposing Semi-Local Geometric Constraints for Accurate Correspondences Selection in Structure from Motion: A Game-Theoretic Perspective, in INTERNATIONAL JOURNAL OF COMPUTER VISION, vol. 97, pp. 36-53 (ISSN 0920-5691) Link DOI (Articolo su rivista)
  • E RODOL', Alex M. Bronstein, A. ALBARELLI, F. BERGAMASCO, A. TORSELLO A Game-Theoretic Approach to Deformable Shape Matching, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Computer Society, pp. 182-189, Convegno: IEEE Computer Society Conference on Computer Vision and Pattern Recognition -- CVPR 2012 (ISBN 9781467312271) Link DOI (Articolo in Atti di convegno)
  • Filippo Bergamasco, Andrea Albarelli, Andrea Torsello A Practical Setup for Projection-based Augmented Maps, First International Conference on Software and Emerging Technologies for Education, Culture, Entertaiment, and Commerce: New Directions in Multimedia Mobile Computing, Social Networks, Human-Computer Interaction and Communicability, Blue Herons, pp. 13-22, Convegno: SETECEC 2012, Venice, March 28 – 29, 2012 (ISBN 9788896471128) (Articolo in Atti di convegno)
  • Filippo Bergamasco, Luca Cosmo, Andrea Albarelli , Andrea Torsello A Robust Multi-Camera 3D Ellipse Fitting for Contactless Measurements , 2nd Joint 3DIM/3DPVT Conference 3D Imaging, Modeling, Processing, Visualization, Transmission, IEEE, pp. 168-175, Convegno: 2nd Joint 3DIM/3DPVT Conference 3D Imaging, Modeling, Processing, Visualization, Transmission (ISBN 9781467344708) Link DOI (Articolo in Atti di convegno)
  • A. Albarelli, F. Bergamasco, L. Rossi, S. Vascon, A. Torsello A Stable Graph-Based Representation for Object Recognition through High-Order Matching, 21st International Conference on Pattern Recognition (ICPR 2012), IEEE COMPUTER SOCIETY, pp. 3341-3344, Convegno: 21st International Conference on Pattern Recognition (ICPR 2012) (ISBN 9781467322164) (Articolo in Atti di convegno)
  • Luca Rossi, Andrea Torsello An Adaptive Hierarchical Approach to the Extraction of High Resolution Medial Surfaces , 2nd Joint 3DIM/3DPVT Conference 3D Imaging, Modeling, Processing, Visualization, Transmission, IEEE, pp. 371-378, Convegno: 2nd Joint 3DIM/3DPVT Conference 3D Imaging, Modeling, Processing, Visualization, Transmission (ISBN 9781467344708) Link DOI (Articolo in Atti di convegno)
  • L. Rossi, A. Torsello, E. R. Hancock Approximate Axial Symmetries from Continuous Time Quantum Walks, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, SSPR&SPR 2012, in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 7626, pp. 144-152, Convegno: Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, SSPR&SPR 2012 (ISBN 9783642341656) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • L. Han, L. Rossi, A. Torsello, R. C. Wilson, E. R. Hancock Information Theoretic Prototype Selection for Unattributed Graphs, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, SSPR&SPR 2012, in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 7626, pp. 33-41, Convegno: Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, SSPR&SPR 2012 (ISBN 9783642341656) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • Andrea Albarelli, Filippo Bergamasco, Andrea Torsello Learning Computer Vision through the development of a Camera-trackable Game Controller, First International Conference on Software and Emerging Technologies for Education, Culture, Entertaiment, and Commerce: New Directions in Multimedia Mobile Computing, Social Networks, Human-Computer Interaction and Communicability, Blue Herons, pp. 177-186, Convegno: SETECEC 2012, Venice, March 28 – 29, 2012 (ISBN 9788896471128) (Articolo in Atti di convegno)
  • F. Bergamasco, A. Albarelli, A. Torsello, M. Favaro, P. Zanuttigh Pairwise Similarities for Scene Segmentation combining Color and Depth data, 21st International Conference on Pattern Recognition (ICPR 2012), IEEE COMPUTER SOCIETY, pp. 3565-3568, Convegno: 21st International Conference on Pattern Recognition (ICPR 2012) (ISBN 9781467322164) (Articolo in Atti di convegno)
  • Andrea Albarelli, Filippo Bergamasco, Andrea Torsello Rigid and Non-rigid Shape Matching for Mechanical Components Retrieval in Agostino Cortesi, Nabendu Chaki, Khalid Saeed, Slawomir T. Wierzchon, Computer Information Systems and Industrial Management - 11th IFIP TC 8 International Conference, CISIM 2012, in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 7564, pp. 168-179, Convegno: Computer Information Systems and Industrial Management (ISBN 9783642332593) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)

2011

  • Hancock Edwin R., Torsello Andrea, Escolano Francisco, Brun Luc Special issue on Graph-Based Representations in Computer Vision, in COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 115, pp. 903-904 (ISSN 1077-3142) Link DOI (Articolo su rivista)
  • Albarelli Andrea, Rodola Emanuele, Bergamasco Filippo, Torsello Andrea A Non-Cooperative Game for 3D Object Recognition in Cluttered Scenes, 2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission, IEEE Computer Society, pp. 252-259, Convegno: International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission -- 3DIMPVT 2011 (ISBN 9780769543697) Link DOI (Articolo in Atti di convegno)
  • MAGGIORE G., TORSELLO A., SARTORETTO F., CORTESI A. Engaging high school students in computer science via challenging applications in Randy Connolly, Proceedings of the 2011 ACM Conference on Information Technology Education, New York, NY, ACM Press, pp. 43-48, Convegno: ACM SIGITE 2011, West Point, New York, USA, October 19 - 22, 2011 (ISBN 9781450310178) Link DOI (Articolo in Atti di convegno)
  • Bergamasco Filippo, Albarelli Andrea, Torsello Andrea Image-Space Marker Detection and Recognition using Projective Invariants, 2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission, IEEE Computer Society, pp. 381-388, Convegno: IInternational Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission -- 3DIMPVT 2011 (ISBN 9780769543697) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A., RODOLA E., ALBARELLI A. Multiview Registration via Graph Diffusion of Dual Quaternions., IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011, IEEE Computer Society, pp. 2441-2448, Convegno: IEEE Conference on Computer Vision and Pattern Recognition -- CVPR 2011 (ISBN 9781457703942) Link DOI (Articolo in Atti di convegno)
  • F. Bergamasco, A. Albarelli, E. Rodolà, A. Torsello RUNE-Tag: a High Accuracy Fiducial Marker with Strong Occlusion Resilience, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011, IEEE Computer Society, pp. 113-120, Convegno: IEEE Conference on Computer Vision and Patten Recognition -- CVPR 2011 (ISBN 9781457703942) Link DOI (Articolo in Atti di convegno)
  • Torsello Andrea, Rodola Emanuele , Albarelli Andrea Sampling Relevant Points for Surface Registration, 2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission, IEEE Computer Society, pp. 290-295, Convegno: International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission -- 3DIMPVT 2011 (ISBN 9780769543697) Link DOI (Articolo in Atti di convegno)
  • Bergamasco Filippo, Albarelli Andrea, Torsello Andrea Semi-supervised Segmentation of 3D Surfaces Using a Weighted Graph Representation, Graph-Based Representations in Pattern Recognition, in LECTURE NOTES IN COMPUTER SCIENCE, Elsevier, vol. 6658, pp. 225-234, Convegno: Graph-Based Representations in Pattern Recognition - 8th IAPR-TC-15 International Workshop (ISBN 9783642208430) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • A. Torsello, L. Rossi Supervised Learning of Graph Structure in M. Pelillo, E. R. Hancock, Similarity-Based Pattern Recogntion, in LECTURE NOTES IN COMPUTER SCIENCE, in LNCS, Springer, vol. 7005, pp. 117-132, Convegno: Similarity-Based Pattern Recogntion -- SIMBAD 2011 (ISBN 9783642244704) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • (a cura di) Jiang Xiaoyi, Ferrer Miquel, Torsello Andrea Graph-Based Representations in Pattern Recognition, in Lecture Notes in Computer Science, Springer, vol. 6658 (ISBN 9783642208430) Link DOI (Curatela)

2010

  • Erdem A.; Torsello A. A Game Theoretic Approach To Jointly Learn Shape Categories and Contextual Similarities, S+SSPR2010, in LECTURE NOTES IN COMPUTER SCIENCE, Springer, pp. 139-148, Convegno: Joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2010) and Statistical Techniques in Pattern Recognition (SPR 2010) (ISBN 9783642149795) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • A. Albarelli, E. Rodola, A. Torsello A Game-Theoretic Approach to Fine Surface Registration without Initial Motion Estimation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE Computer Society, pp. 430-437, Convegno: IEEE International Conference on Computer Vision and Pattern Recognition -- CVPR 2010, San Francisco (USA), 13-18 June 2010 (ISBN 9781424469840) Link DOI (Articolo in Atti di convegno)
  • RODOLÀ E.; ALBARELLI A.; TORSELLO A. A Game-Theoretic Approach to Robust Selection of Multi-view Point Correspondence, 20th International Conference on Pattern Recognition, IEEE Computer Society, pp. 57-60, Convegno: International Conference on Pattern Recognition -- ICPR 2010 (ISBN 9781424475421) Link DOI (Articolo in Atti di convegno)
  • RODOLA' E., ALBARELLI A. , TORSELLO A. A game-theoretic approach to the enforcement of global consistency in multi-view feature matching, Joint IAPR international conference on Structural, syntactic, and statistical pattern recognition, in LECTURE NOTES IN COMPUTER SCIENCE, in Lecture Notes in Computer Science, Berlin, Heidelberg, Springer, vol. 6218/2010, pp. 354-364, Convegno: Joint IAPR international conference on Structural, syntactic, and statistical pattern recognition -- SSPR&SPR'10 (ISBN 9783642149795) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • Torsello A. Learning Structure from Samples, SOIM-GCOE10, Sendai, Tohoku University, Convegno: The 3rd Student Organizing International Mini-Conference on Information Electronics Systems, Sendai, Japan (Articolo in Atti di convegno)
  • ALBARELLI A.; RODOLA' E.; TORSELLO A. Loosely distinctive features for robust surface alignment, 11th European conference on Computer vision: Part V, in LECTURE NOTES IN COMPUTER SCIENCE, in Lecture Notes in Computer Science, Berlin, Heidelberg, Springer, vol. 6315/2010, pp. 519-532, Convegno: European conference on Computer vision - ECCV 2010 (ISBN 9783642155543) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • ALBARELLI A., RODOLA' E., TORSELLO A. Robust Camera Calibration using Inaccurate Targets in Labrosse Frederic, Zwiggelaar Reyer, Liu Yonghuai, Tiddeman Bernie, Proceedings of the British Machine Vision Conference (BMVC 2010), BMVA Press, vol. 1, pp. 16.1-16.10, Convegno: British Machine Vision Conference -- BMVC 2010 (ISBN 9781901725384) Link DOI (Articolo in Atti di convegno)
  • ALBARELLI A. , RODOLA' E., CAVALLARIN A., TORSELLO A. Robust Figure Extraction on Textured Background: A Game-Theoretic Approach, 20th International Conference on Pattern Recognition, IEEE Computer Society, pp. 360-363, Convegno: International Conference on Pattern Recognition -- ICPR 2010 (ISBN 9781424475421) Link DOI (Articolo in Atti di convegno)
  • Albarelli A.; Rodolà E.; Torsello A. Robust Game-Theoretic Inlier Selection for Bundle Adjustment, Electronic Proceedings of 3DPVT'10, the Fifth International Symposium on 3D Data Processing, Visualization and Transmission, Electronic Proceedings of 3DPVT'10, the Fifth International Symposium on 3D Data Processing, Visualization and Transmission, pp. 1-8, Convegno: the Fifth International Symposium on 3D Data Processing, Visualization and Transmission, Paris (France), 17-20 May 2010 (Articolo in Atti di convegno)

2009

  • ROTA BULO' S; TORSELLO A; PELILLO M. A game-theoretic approach to partial clique enumeration, in IMAGE AND VISION COMPUTING, vol. 27, pp. 911-922 (ISSN 0262-8856) (Articolo su rivista)
  • A. Albarelli, E. Rodola', S. Rota Bulo', A. Torsello Fast 3D surface reconstruction by unambiguous compound phase coding, 2009 IEEE 12th International Conference on Computer Vision Workshops (ICCV Workshops), IEEE Computer Society, pp. 1670-1677, Convegno: IEEE International Workshop on 3D Digital Imaging and Modeling (3DIM2009), Kyoto, Japan, Sept. 27 2009-Oct. 4 2009 (ISBN 9781424444427) (Articolo in Atti di convegno)
  • TORSELLO A.; PELILLO M. Hierarchical Pairwise Segmentation using Dominant Sets and Anisotropic Diffusion Kernels in D. CREMERS; Y. BOYKOV; A. BLAKE; F. R. SCHMIDT EDS., Energy Minimization Methods in Computer Vision and Pattern Recognition, in LECTURE NOTES IN COMPUTER SCIENCE, in Lecture Notes in Computer Science, BERLIN, Springer-Verlag, vol. 5681/2009, pp. 182-192, Convegno: Energy Minimization Methods in Computer Vision and Pattern Recognition -- EMMCVPR 2009 (ISBN 9783642036408) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • ALBARELLI A.; ROTA BULO' S.; TORSELLO A.; PELILLO M. Matching as a non-cooperative game, IEEE 12th International Conference on Computer Vision, Los Alamos, CA, IEEE Computer Society, pp. 1319-1326, Convegno: IEEE International Conference on Computer Vision -- ICCV 2009 (ISBN 9781424444205) Link DOI (Articolo in Atti di convegno)
  • (a cura di) TORSELLO A.; F. ESCOLANO; L. BRUN Graph-Based Representations in Pattern Recognition, BERLIN, Springer, vol. 5534 (ISBN 9783642021237) (Curatela)

2008

  • B. XIAO; TORSELLO A.; E. R. HANCOCK Tree Clustering via Metric Embedding, in NEUROCOMPUTING, vol. 71, pp. 2029-2036 (ISSN 0925-2312) (Articolo su rivista)
  • ROTA BULO' S.; ALBARELLI A.; TORSELLO A.; PELILLO M. A hypergraph-based approach to affine parameters estimation, 19th International Conference on Pattern Recognition, IEEE Computer Society, vol. 1, pp. 1-4, Convegno: International Conference on Pattern Recognition -- ICPR 2008 (ISBN 9781424421749) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A. An Importance Sampling Approach to Learning Structural Representations of Shape, IEEE Conference on Computer Vision and Pattern Recognition - CVPR 2008, IEEE Computer Society, pp. 1-7, Convegno: IEEE Conference on Computer Vision and Pattern Recognition - CVPR 2008 (ISBN 9781424422425) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A.; S. ROTA BULO'; M. PELILLO Beyond Partitions: Allowing Overlapping Groups in Pairwise Clustering, 19th International Conference on Pattern Recognition, IEEE Computer Society, pp. 1-4, Convegno: 19th International Conference on Pattern Recognition -- ICPR 2008 (ISBN 9781424421756) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A.; D. L. DOWE Learning a Generative Model for Structural Representations, Advances in Artificial Intelligence, in LECTURE NOTES IN COMPUTER SCIENCE, in Lecture Notes in Computer Science, Springer-Verlag, pp. 573-583, Convegno: Advances in Artificial Intelligence -- AI 2008 (ISBN 9783540893776) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A.; D. L. DOWE Supervised Learning of a Generative Model for Edge-Weighted Graphs, 19th International Conference on Pattern Recognition, IEEE Computer Society, pp. 1-4, Convegno: International Conference on Pattern Recognition -- ICPR 2008 (ISBN 9781424421756) Link DOI (Articolo in Atti di convegno)
  • GUALDI G., ALBARELLI A., PRATI A., TORSELLO A., PELILLO M., CUCCHIARA R. Using Dominant Sets for Object Tracking with Freely Moving Camera in Graeme Jones, Tieniu Tan, Steve Maybank and Dimitrios Makris, The Eighth International Workshop on Visual Surveillance - VS2008 (2008), Convegno: Visual Surveillance 2008, Marseille, France, October 17th 2008 (Articolo in Atti di convegno)

2007

  • TORSELLO A.; ROBLES-KELLY A.; HANCOCK E. R. Discovering Shape Classes using Tree Edit-Distance and Pairwise Clustering, in INTERNATIONAL JOURNAL OF COMPUTER VISION, vol. 72, pp. 259-285 (ISSN 0920-5691) (Articolo su rivista)
  • TORSELLO A.; E. R. HANCOCK Graph Embedding using Tree Edit-Union, in PATTERN RECOGNITION, vol. 40, pp. 1393-1405 (ISSN 0031-3203) (Articolo su rivista)
  • S. ROTA BULO'; TORSELLO A.; M. PELILLO A Continuous-Based Approach for Partial Clique Enumeration, Graph-Based Representations in Pattern Recognition, in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 4538, pp. 61-70, Convegno: Graph-Based Representations in Pattern Recognition -- GbR 2007 (ISBN 9783540729020) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A.; M. DI GESU; M. PELILLO Integrating Boundary Information in Pairwise Segmentation in RITA CUCCHIARA ED., 14th International Conference on Image Analysis and Processing (ICIAP 2007), IEEE Computer society, pp. 23-28, Convegno: International Conference on Image Analysis and Processing -- ICIAP 2007 (ISBN 9780769528779) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A.; A. ALBARELLI; M. PELILLO Matching Relational Structures using the Edge-Association Graph in RITA CUCCHIARA, 14th International Conference on Image Analysis and Processing, IEEE Computer society, pp. 775-780, Convegno: International Conference on Image Analysis and Processing -- ICIAP 2007 (ISBN 9780769528779) Link DOI (Articolo in Atti di convegno)

2006

  • TORSELLO A.; HANCOCK E. R. Correcting Curvature-Density Effects in the Hamilton-Jacobi Skeleton, in IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 15, pp. 877-891 (ISSN 1057-7149) (Articolo su rivista)
  • TORSELLO A.; HANCOCK E. R. Learning Shape-Classes Using a Mixture of Tree-Unions, in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 28, pp. 954-967 (ISSN 0162-8828) Link DOI (Articolo su rivista)
  • PELILLO M.; TORSELLO A. Payoff-monotonic game dynamics and the maximum clique problem, in NEURAL COMPUTATION, vol. 18, pp. 1215-1258 (ISSN 0899-7667) (Articolo su rivista)
  • M. BICEGO; V. MURINO; M. PELILLO; TORSELLO A. Similarity-Based Pattern Recognition, in PATTERN RECOGNITION, vol. 39(10), pp. 1813-1814 (ISSN 0031-3203) (Articolo su rivista)
  • TORSELLO A.; S. ROTA BULO'; M. PELILLO Grouping with Asymmetric Affinities: A Game-Theoretic Perspective in A. FITZGIBBON; C. J. TAYLOR; Y. LECUN EDS., 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), IEEE Computer Society, vol. 1, pp. 292-299, Convegno: IEEE Computer Society Conference on Computer Vision and Pattern Recognition -- CVPR 2006 (ISBN 9780769525976) Link DOI (Articolo in Atti di convegno)

2005

  • TORSELLO A.; HIDOVIC-ROWE D.; PELILLO M. Polynomial-time metrics for attributed trees, in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 27, pp. 1087-1099 (ISSN 0162-8828) (Articolo su rivista)
  • TORSELLO A; PAVAN M; PELILLO M. Spatio-temporal segmentation using dominant sets, in LECTURE NOTES IN COMPUTER SCIENCE, vol. 3757, pp. 301-315 (ISBN 3540302875) (ISSN 0302-9743) Link DOI (Articolo su rivista)

2004

  • TORSELLO A. Matching hierarchical structures for shape recognition, York, The University of York, vol. 1, pp. 1-196 (Tesi di Dottorato)
  • TORSELLO A.; HANCOCK E. R. A Skeletal Measure of 2D Shape Similarity, in COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 95, pp. 1-29 (ISSN 1077-3142) (Articolo su rivista)
  • TORSELLO A; HIDOVIC D; PELILLO M. A polynomial-time metric for attributed trees, in LECTURE NOTES IN COMPUTER SCIENCE, vol. 3024, pp. 414-427 (ISBN 3540219811) (ISSN 0302-9743) Link DOI (Articolo su rivista)
  • TORSELLO A.; E. R. HANCOCK Learning Mixtures of Weighted Tree-Unions by Minimising Description Length, in LECTURE NOTES IN COMPUTER SCIENCE, vol. 3023, pp. 13-25 (ISBN 354021982X) (ISSN 0302-9743) Link DOI (Articolo su rivista)
  • TORSELLO A.; D. HIDOVIC; M. PELILLO Four Metrics for Efficiently Comparing Attributed Trees in J. KITTLER; M. PETROU; M. NIXON EDS., Proceedings of the 17th International Conference on Pattern Recognition, IEEE Computer Society, vol. 2, pp. 467-470, Convegno: International Conference on Pattern Recognition -- ICPR 2004 (ISBN 9780769521282) Link DOI (Articolo in Atti di convegno)

2003

  • TORSELLO A.; HANCOCK E. R. Computing approximate tree edit distance using relaxation labeling, in PATTERN RECOGNITION LETTERS, vol. 24, pp. 1089-1097 (ISSN 0167-8655) (Articolo su rivista)
  • TORSELLO A.; HANCOCK E. R. Learning mixture of tree unions by minimum description length, in LECTURE NOTES IN COMPUTER SCIENCE, vol. 2683, pp. 130-146 (ISBN 3540404988) (ISSN 0302-9743) Link DOI (Articolo su rivista)
  • TORSELLO A.; HANCOCK E. R. Tree edit distance from information theory, in LECTURE NOTES IN COMPUTER SCIENCE, vol. 2726, pp. 71-83 (ISBN 354040452X) (ISSN 0302-9743) Link DOI (Articolo su rivista)
  • TORSELLO A.; E. R. HANCOCK Curvature Correction of the Hamilton-Jacobi Skeleton in C. DYER; P. PERONA; D. FLEET; K. KUTULAKOS EDS., 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), IEEE Computer Society, vol. 1, pp. 828-834, Convegno: IEEE Computer Society Conference on Computer Vision and Pattern Recognition -- CVPR 2003 (ISBN 9780769519005) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A.; E. R. HANCOCK Curvature dependent skeletonization, IEEE International Conference on Image Processing, IEEE Signal Processing Society, vol. 1, pp. 337-340, Convegno: IEEE International Conference on Image Processing -- ICIP 2003 (ISBN 0780377508) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A.; E. R. HANCOCK Curvature dependent skeletonization, Proc. 13th Scandinavian Conference on Image Analysis - SCIA 2003, in LECTURE NOTES IN COMPUTER SCIENCE, Sringer, vol. 2749, pp. 200-207, Convegno: Scandinavian Conference on Image Analysis - SCIA 2003 (ISBN 3540406018) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A.; E. R. HANCOCK Graph Clustering with Tree-Unions, Proc. 10th International Conference on Computer Analysis of Images and Patterns - CAIP 2003, in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 2756, pp. 451-459, Convegno: Proc. 10th International Conference on Computer Analysis of Images and Patterns (ISBN 3540407308) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)

2002

  • TORSELLO A.; HANCOCK E. R. Matching and embedding through edit-union of trees, in LECTURE NOTES IN COMPUTER SCIENCE, vol. 2352, pp. 822-836 (ISBN 3540437460) (ISSN 0302-9743) Link DOI (Articolo su rivista)
  • TORSELLO A.; HANCOCK E. R. Learning Structural Variations in Shock Trees, joint IAPR International Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition, in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 2396, pp. 113-122, Convegno: joint IAPR International Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition -- S+SSPR'02 (ISBN 3540440119) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A.; E. R. HANCOCK Shape-Space from Tree-Union in C. SUEN; R. KASTURI; R. PLAMONDON EDS., 16th International Conference on Pattern Recognition (ICPR 2002), IEEE Computer Society, vol. 1, pp. 188-191, Convegno: 16th International Conference on Pattern Recognition (ICPR 2002) (ISBN 0769516955) Link DOI (Articolo in Atti di convegno)

2001

  • B. LUO; A. ROBLES-KELLY; TORSELLO A.; R. C. WILSON; E. R. HANCOCK A probabilistic framework for graph clustering in R. KASTURI; G. MEDIONI; E. GRIMSON; D. HUTTENLOCHER EDS., 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), IEEE Computer Society, vol. 1, pp. 912-919, Convegno: IEEE Computer Society Conference on Computer Vision and Pattern Recognition -- CVPR 2001 (ISBN 9780769512723) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A.; HANCOCK E. R. A skeletal Measure for 2D shape similarity, 4th International Workshop on Visual Form, in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 2059, pp. 260-271, Convegno: 4th International Workshop on Visual Form -- Visual Form 2001 (ISBN 3540421203) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • B. LUO; A. ROBLES-KELLY; TORSELLO A.; R. C. WILSON; E. R. HANCOCK Clustering shock trees, 3rd IAPR-TC15 Workshop on Graph Based Representations in Pattern Recognition, NAPOLI, CUEN, pp. 217-228, Convegno: Workshop on Graph Based Representations in Pattern Recognition, (Articolo in Atti di convegno)
  • TORSELLO A.; E. R. HANCOCK Computing approximate tree edit distance using relaxation labeling, 3rd IAPR-TC15 Workshop on Graph Based Representations in Pattern Recognition, NAPOLI, CUEN, pp. 125-136, Convegno: 3rd IAPR-TC15 Workshop on Graph Based Representations in Pattern Recognition (Articolo in Atti di convegno)
  • LUO B.; ROBLES-KELLY A.; TORSELLO A.; WILSON R. C.; HANCOCK E. R. Discovering shape categories by clustering shock trees, Computer Analysis of Images and Patterns, in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 2124, pp. 152-160, Convegno: Computer Analysis of Images and Patterns -- CAIP 2001 (ISBN 3540425136) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • TORSELLO A.; HANCOCK E.R. Efficiently computing weighted tree edit distance using relaxation Labeling, Energy Minimization Methods in Computer Vision and Pattern Recognition, in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 2134, pp. 438-453, Convegno: Energy Minimization Methods in Computer Vision and Pattern Recognition--EMMCVPR'01 (ISBN 3540425233) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)
  • B. LUO; A. ROBLES-KELLY; TORSELLO A.; R. C. WILSON; E. R. HANCOCK Learning shape categories by clustering shock trees, IEEE International Conference on Image Processing, IEEE Signal Processing Society, vol. 3, pp. 672-675, Convegno: IEEE International Conference on Image Processing -- ICIP 2001 (ISBN 0780367251) Link DOI (Articolo in Atti di convegno)

2000

  • TORSELLO A.; PELILLO M. Continuous-time relaxation labeling processes, in PATTERN RECOGNITION, vol. 33, pp. 1897-1908 (ISSN 0031-3203) (Articolo su rivista)

1999

  • TORSELLO A; PELILLO M. Continuous-time relaxation labeling processes, 2nd International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, in LECTURE NOTES IN COMPUTER SCIENCE, Springer, vol. 1654, pp. 253-268, Convegno: Energy Minimization Methods in Computer Vision and Pattern Recognition -- EMMCVPR'99 (ISBN 3540662944) (ISSN 0302-9743) Link DOI (Articolo in Atti di convegno)

Curriculum di Andrea TORSELLO

Attività editoriali
  • Membro del Editorial Board per la rivista internazionale Pattern Recognition Letters, biennio 2012–2014.
  • Membro del Editorial Board per la rivista internazionale ISRN Machine Vision.
  • Guest Editor, per la rivista internazionale Pattern Recognition, vol. 39, no. 10, April 2006. Numero speciale su “Similarity-Based Pattern Recognition”.
  • Guest Editor, per la rivista internazionale Computer Vision and Image Understanding. Numero speciale su “Graph-based Representations in Pattern Recognition”, vol. 115, no. 7, July 2011.
  • Guest Editor, per la rivista internazionale Pattern Recognition Letters. Numero speciale su “Graph-based Representations in Pattern Recognition”, vol. 33, no. 15, November 2012.

Membro di comitati di programma
  • 9th European Conference on Computer Vision – ECCV 2006.
  • HCSNet Workshop on the Use of Vision in HCI – VisHCI 2006.
  • 6th IAPR-TC-15 Workshop on Graph-based Representations in Pattern Recognition – GbR 2007.
  • 11th IEEE International Conference on Computer Vision – ICCV 2007.
  • International Symposium on Computer and Information Sciences - ISCIS 2007.
  • Digital Image Computing: Techniques and Applications – DICTA 2007.
  • International Conference on Image and Signal Processing - ICISP 2008.
  • Digital Image Computing: Techniques and Applications – DICTA2008.
  • 21st Australian Joint Conference on Artificial Intelligence – AI-08.
  • 19th International Conference on Pattern Recognition – ICPR 2008.
  • 7th IAPR -TC-15 Workshop on Graph-based Representations in Pattern Recognition – GbR2009.
  • The 26th International Conference on Machine Learning – ICML2009.
  • First International Workshop on Stochastic Image Grammars – SIG-09.
  • 13th Int. Conference on Computer Analysis of Images and Patterns – CAIP09.
  • 14th Iberoamerican Congress on Pattern Recognition – CIARP 2009.
  • Digital Image Computing: Techniques and Applications – DICTA 2009.
  • The 22nd Australasian Joint Conference on Artificial Intelligence – AI’09.
  • The Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition – CVPR 2010.
  • The fourth edition of the International Conference on Image and Signal Processing – ICISP 2010.
  • Joint 13th International Workshop on Structural and Syntactic Pattern Recognition and 8th International Workshop on Statistical Pattern Recognition – S+SSPR 2010.
  • 20th International Conference on Pattern Recognition – ICPR 2010.
  • The 11th European Conference on Computer Vision – ECCV2010.
  • The 15th Iberoamerican Congress on Pattern Recognition – CIARP 2010.
  • International Conference on Digital Image Computing: Techniques and Applications – DICTA 2010
  • 23rd Australasian Joint Conference on Artificial Intelligence – AI 2010.
  • 8th IAPR TC-15 Workshop on Graph-based Representations in Pattern Recognition – GbR2011.
  • The 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning – ESANN 2011.
  • 24th Conference on IEEE Computer Vision and Pattern Recognition – CVPR 2011.
  • IEEE International Conference on Multimedia and Expo – ICME 2011.
  • 14h International Conference on Computer Analysis of Images and Patterns – CAIP2011.
  • The 1st Workshop on Recognition and Action for Scene Understanding – REACTS 2011.
  • 13th International Conference on Computer Vision – ICCV2011.
  • The 24th Australasian Joint Conference on Artificial Intelligence – AI2011.
  • 1st International Workshop on Bimilarity-Based Pattern Analysis and Recogntion – SIMBAD 2011.
  • The International Conference on Image and Signal Processing – ICISP 2012.
  • 1st International Conference on Pattern Recognition Applications and Methods – ICPRAM 2012.
  • 25th Conference on IEEE Computer Vision and Pattern Recognition – CVPR 2012.
  • The 12th European Conference on Computer Vision – ECCV2012.
  • Joint 14th International Workshop on Structural and Syntactic Pattern Recognition and 9th International Workshop on Statistical Pattern Recognition – S+SSPR 2012.
  • The 25th Australasian Joint Conference on Artificial Intelligence – AI2012.
  • 2nd International Conference on Pattern Recognition Applications and Methods – ICPRAM 2013.
  • 26th Conference on IEEE Computer Vision and Pattern Recognition – CVPR 2013.
  • 9th IAPR TC-15 Workshop on Graph-based Representations in Pattern Recognition – GbR2013.
  • 2nd International Workshop on Bimilarity-Based Pattern Analysis and Recogntion – SIMBAD 2013.
  • 15h International Conference on Computer Analysis of Images and Patterns – CAIP2013.
  • The 2st Workshop on Recognition and Action for Scene Understanding – REACTS 2013.
  • 23rd International Joint Conference on Artificial Intelligence – IJCAI 2013.
  • 14th International Conference on Computer Vision – ICCV2013.
  • 12th International Conference on Machine Learning and Applications – ICMLA 2013

Referee per riviste internazionali
  • Artificial Intelligence
  • Computer Vision and Image Understanding
  • Computational Statistics
  • IEEE Transactions on Image Processing
  • IEEE Transactions on Neural Networks
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE Transactions on System, Man, and Cybernetics
  • IEEE Transactions on Multimedia
  • IET Computer Vision
  • Image and Vision Computing
  • International Journal of Computer Vision
  • Machine Vision and Applications
  • Neural Computation
  • Neurocomputing
  • Pattern Recognition
  • Pattern Recognition Letters
  • Sensors

General chair di convegni scientifici internazionali
  • 7th IAPR TC-15 Workshop on Graph-based Representations in Pattern Recognition – GbR2009, maggio 26–28, Venezia, Italia.
  • 8th IAPR TC-15 Workshop on Graph-based Representations in Pattern Recognition – GbR2011. maggio 18–20, 2011, Münster, Germania.

Tutorial
  •  Organizzatore di un tutorail su “Game Theory in Pattern Recognition and Machine Learning” in 20th International Conference on Pattern Recognition. (ICPR 2010).
  • Organizzatore di un tutorail su “Game Theory in Computer Vision and Pattern Recognition” in 24th IEEE Conference on Computer Vision and Pattern Recognition. (CVPR 2011).

Servizi di supporto alla didattica
  • Membro del collegio didattico dei corsi di laurea in Informatica dell’Università Ca’ Foscari Venezia (collegio unico per corso triennale e magistrale) per il triennio 2007–2010. 
  • Vice-presidente del collegio didattico dei corsi di laurea in Informatica dell’Università Ca’ Foscari di Venezia (collegio unico per corso triennale e magistrale) per il triennio 2010–2013.
Servizi di supporto alla ricerca
  • Membro della Commissione “Ricerca e Sviluppo della Facoltà di Scienze dell’Università Ca’ Foscari di Venezia per il triennio 2007–2010.
  • Membro dell comitato per la ricerca del Dipartimento di Scienze Ambientali, Informatica e Statistica dell’Università Ca’ Foscari di Venezia per il triennio 2011–2013.
  • Supervisore dell'attività di ricerca dei seguenti dottorandi in Informatica:
    • Dr. Andrea Albarelli (XXII ciclo)
      Titolo della tesi: “A Game-Theoretic Approach to Matching and Robust Inlier Selection”.
    • Dr. Emanuele Rodolà (XXIV ciclo)
      Titolo della tesi: "Sparse and Robust Matching Problem for 3D Shape Analysis".
    • Dr. Luca Rossi (XXVI ciclo)
    • Dr. Filippo Bergamasco (XXVII ciclo)
    • Dr. Luca Cosmo (XXVIII ciclo)


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