Marcello PELILLO
- Position
- Full Professor
- Telephone
- 041 234 8440
-
pelillo@unive.it
- Academic discipline
- Informatics [INFO-01/A]
- Website
-
https://www.unive.it/web/en/19197/people/pelillo(personal record)
- Office
-
Department of Environmental Sciences, Informatics and Statistics
Website: https://www.unive.it/dep.dais
Where: Campus scientifico via Torino
Room: office 513 (Alfa building, 5th floor)
Teaching activity current year
Teaching activity previous years
Activities and research skills
- Academic discipline
- Informatica [INFO-01/A]
- Settore Scientifico Disciplinare (SSD) affine
- SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI [ING-INF/05]
- Geographic areas in which the research experience mainly applies
- Internazionale: America Settentrionale,Europa, Oceania
- Known languages
-
Italiano
(scritto: madrelingua parlato: madrelingua)
Inglese (scritto: avanzato parlato: avanzato)
- Participation in editorial boards of scientific journals/book series
-
IEEE Transactions on Pattern Analysis and Machine Intelligence - Member of Editorial Board;
Pattern Recognition - Member of Editorial Board
- Main departmental research areas and fields
-
Area:
Beni culturali Linea:
Conservazione e restauro di beni mobili
Area: Informatica Linea: ARTIFICIAL INTELLIGENCE
Area: Informatica Linea: INFORMATION SYSTEMS
Area: Informatica
- Game-theoretic models in machine learning
-
- SSD:
- INF/01
- Other members of the research group:
-
Andrea TORSELLO
- Similarity-based pattern analysis and recognition
-
- SSD:
- INF/01
- Structural methods in computer vision and pattern recognition
-
- SSD:
- INF/01
- AI4EU: A European AI On Demand Platform and Ecosystem
-
- Funding body:
- Commissione Europea
- Type:
- H2020 - Industrial Leadership - LEIT
- Role in the project:
- PT
- Sito di progetto:
- https://www.ai4eu.eu
- Starting date:
- Year: 2019 Length in months: 36
- Artificial Intelligence Assisted Performance and Anomaly Detection and Diagnostic
-
- Funding body:
- European Space Agency
- Type:
- Altri finanziamenti per progetti di ricerca
- Role in the project:
- SB
- Starting date:
- Year: 2020 Length in months: 18
- ELISE: European Learning and Intelligent Systems Excellence
-
- Funding body:
- Commissione Europea
- Type:
- H2020 - Industrial Leadership - LEIT
- Role in the project:
- SB
- Starting date:
- Year: 2020 Length in months: 36
- EasyWalk: Intelligent Social Walker for Active Living
-
- Funding body:
- MIUR
- Type:
- PRIN
- Role in the project:
- PT
- Sito di progetto:
- https://sites.google.com/view/easywalk-project/
- Starting date:
- Year: 2023 Length in months: 24
- Other members of the research group:
-
Muhammad Rameez Ur RAHMAN
Sebastiano VASCON
- Hume-Nash Machines: Context-Aware Models of Learning and Recognition
-
- Funding body:
- Samsung
- Type:
- Altri finanziamenti per progetti di ricerca
- Role in the project:
- LD
- Starting date:
- Year: 2015 Length in months: 24
- MEMEX: MEMories and EXperiences for inclusive digital storytelling
-
- Funding body:
- Commissione Europea
- Type:
- H2020 - Societal Challenges
- Role in the project:
- SB
- Sito di progetto:
- https://cordis.europa.eu/project/id/870743
- Starting date:
- Year: 2019 Length in months: 36
- Other members of the research group:
-
Claudio SILVESTRI
Sebastiano VASCON
- REXlearn: Reliable and Explainable Adversarial Machine Learning
-
- Funding body:
- MIUR
- Type:
- PRIN
- Role in the project:
- PT
- Starting date:
- Year: 2019 Length in months: 36
- RePAIR: Reconstructing the Past: Artificial Intelligence and Robotics meet Cultural Heritage
-
- Funding body:
- Horizon 2020
- Type:
- H2020 - Excellence Science - FET
- Role in the project:
- LD
- Sito di progetto:
- https://www.repairproject.eu/
- Starting date:
- Year: 2021 Length in months: 42
- Other members of the research group:
-
Sinem ASLAN
Sebastiano VASCON
- Realizzare un sistema di acquisizione di immagini 3D di occhiali
-
- Funding body:
- Evolvenda S.r.l.
- Type:
- Conto terzi - Prestazioni di ricerca
- Role in the project:
- NS
- Starting date:
- Year: 2008 Length in months: 6
- SIMBAD -- Beyond Features: Similarity-Based Pattern Analysis and Recognition
-
- Funding body:
- UE
- Type:
- VII Programma Quadro - Cooperation
- Role in the project:
- LD
- Starting date:
- Year: 2007 Length in months: 36
- Similarità, matching e clustering di strutture relazionali: una prospettiva unificante
-
- Funding body:
- Cofinanziamento MiUR - Ateneo
- Type:
- PRIN
- Role in the project:
- NS
- Starting date:
- Year: 2006 Length in months: 24
- Studio e selezione degli approcci scientifici più opportuni per realizzare un sistema di acquisizione di immagini 3D di occhiali e una successiva ricerca ed ordinazione per similarità di forma dei loro componenti.
-
- Funding body:
- EVOLVENDA Srl
- Type:
- Conto terzi - Prestazioni di ricerca
- Role in the project:
- NS
- Starting date:
- Year: 2009 Length in months: 6
Publication highlights
Ali, Waqar; Vascon, Sebastiano; Stadelmann, Thilo; Pelillo, Marcello Multi-view graph pooling via dominant sets for graph classification in PATTERN RECOGNITION, vol. 172 (ISSN 0031-3203)
DOI 2026,
Journal Article - ARCA card: 10278/5118447
Ali, Waqar; Vascon, Sebastiano; Stadelmann, Thilo; Pelillo, Marcello Topology-Aware Node Dropping Augmentation for Graph Classification , 2026 6th International Conference on Neural Networks, Information and Communication Engineering, NNICE 2026, Institute of Electrical and Electronics Engineers Inc., pp. 589-594, Convegno: 6th International Conference on Neural Networks, Information and Communication Engineering, NNICE 2026, 2026
DOI 2026,
Article in Conference Proceedings - ARCA card: 10278/5120009
Bison, Gianluca; Palmieri, Luca; Aslan, Sinem; Vascon, Sebastiano; Pelillo, Marcello Automatizing 3D reconstruction pipelines for speeding-up cultural heritage digitization in MULTIMEDIA TOOLS AND APPLICATIONS, vol. 84, pp. 39577-39597 (ISSN 1573-7721)
DOI 2025,
Journal Article - ARCA card: 10278/5112727
Begga, Ahmed; Beretta, Guglielmo; Vascon, Sebastiano; Escolano, Francisco; Lozano, Miguel Angel; Pelillo, Marcello Entropy-Guided Graph Clustering via Rényi Optimization , Graph-Based Representations in Pattern Recognition, Springer Nature, pp. 189-199, Convegno: International Workshop on Graph-Based Representations in Pattern Recognition (ISBN 9783031941382; 9783031941399) (ISSN 0302-9743)
DOI 2025,
Article in Conference Proceedings - ARCA card: 10278/5097769
Alagrami A.; Palmieri L.; Aslan S.; Pelillo M.; Vascon S. Reassembling Broken Objects Using Breaking Curves , Lecture Notes in Computer Science - ICPR'24 Conference Proceedings, Springer Science and Business Media Deutschland GmbH, vol. 15318, pp. 197-208, Convegno: 27th International Conference on Pattern Recognition, ICPR 2024, 2024 (ISBN 9783031784552; 9783031784569) (ISSN 0302-9743)
DOI 2025,
Article in Conference Proceedings - ARCA card: 10278/5105927
List of publications
Curriculum vitae
Marcello Pelillo is a Full Professor of Computer Science at Ca’ Foscari University, Venice, where he leads the Computer Vision and Machine Learning Lab which he established in 1995. He has been the Director of the European Centre for Living Technology (ECLT) and has held visiting research/teaching positions at Yale University (USA), McGill University (Canada), University College London (UK), University of Vienna (Austria), York University (UK), NICTA (Australia), Wuhan University (China), Huazhong University of Science and Technology (Wuhan, China), South China University of Technology (Guangzhou, China). He is an external affiliate of the Computer Science Department at Drexel University (USA) and of the Italian Institute of Technology. His research interests are in the areas of computer vision, machine learning and pattern recognition where he has published more than 300 technical papers in refereed journals, handbooks, and conference proceedings.
He has been General Chair for ICCV 2017, the reference conference for the computer vision area, held in Venice, Italy, in October 2017, and Program Chair for ICPR 2020, the historical IAPR conference on pattern recognition. He has also been Track Chair for ICPR 2018, Area Chair for ICCV, ECCV, IJCAI, ICPR, BMVC, Publicity Chair for ECCV 2012, and has served as Program Chair for several conferences, including workshops at NIPS (1999, 2011) and ICML (2010), many of which he initiated (e.g., EMMCVPR, SIMBAD, IWCV). He is the Chief Editor of Frontiers in Computer Science – Computer Vision, and serves or has served on the Editorial Boards of several journals, including IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Pattern Recognition, IET Computer Vision, Frontiers in Computer Image Analysis, Brain Informatics, IEEE Transactions on Neural Networks and Learning Systems (Guest Editor), Pattern Recognition Letters (Guest Editor), and serves on the Advisory Board of Springer’s International Journal of Machine Learning and Cybernetics. He is regularly invited as a Keynote Speaker in international conferences and summer schools and has been a Tutorial Lecturer in the top-notch conferences of his area (e.g., CVPR, ECCV, ICPR, ACL, ECML).
Prof. Pelillo is Fellow of the IEEE, the IAPR, and the AAIA, and is an IEEE SMC Distinguished Lecturer. His Erdös number is 2.
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