Michele Cancilla

Research Projects

• Smart Architecture for Cultural Heritage in Emilia Romagna. Piattaforma Innovativa di gestione dei BBCC tangibili per l'Industria Culturale e Creativa
• Programmable Systems for Intelligence in Automobiles
• Deep-Learning and HPC to Boost Biomedical Applications for Health

Research Activities

• Connected Components Labeling
• Skin Lesion Analysis

Publications

1	Oniga, D.; Cantalupo, B.; Tartaglione, E.; Perlo, D.; Grangetto, M.; Aldinucci, M.; Bolelli, F.; Pollastri, F.; Cancilla, M.; Canalini, L.; Grana, C.; Alcalde, C. M.; Cardillo, F. A.; Florea, M. "Applications of AI and HPC in the Health Domain" HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision, pp. 217 -239 , 2022 | DOI: 10.1201/9781003176664-11 Chapter in Book
2	Cancilla, Michele; Canalini, Laura; Bolelli, Federico; Allegretti, Stefano; Carrión, Salvador; Paredes, Roberto; Ander Gómez, Jon; Leo, Simone; Enrico Piras, Marco; Pireddu, Luca; Badouh, Asaf; Marco-Sola, Santiago; Alvarez, Lluc; Moreto, Miquel; Grana, Costantino "The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications" 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, pp. 9881 -9888 , Jan 10-15, 2021 | DOI: 10.1109/ICPR48806.2021.9411954 Conference
3	Bolelli, Federico; Cancilla, Michele; Baraldi, Lorenzo; Grana, Costantino "Towards Reliable Experiments on the Performance of Connected Components Labeling Algorithms" JOURNAL OF REAL-TIME IMAGE PROCESSING, vol. 17, pp. 229 -244 , 2020 | DOI: 10.1007/s11554-018-0756-1 Journal
4	Allegretti, Stefano; Bolelli, Federico; Cancilla, Michele; Grana, Costantino "A Block-Based Union-Find Algorithm to Label Connected Components on GPUs" Image Analysis and Processing – ICIAP 2019, vol. 11752, Trento, Italy, pp. 271 -281 , Sep 9-13, 2019 | DOI: 10.1007/978-3-030-30645-8_25 Conference
5	Canalini, Laura; Pollastri, Federico; Bolelli, Federico; Cancilla, Michele; Allegretti, Stefano; Grana, Costantino "Skin Lesion Segmentation Ensemble with Diverse Training Strategies" Computer Analysis of Images and Patterns, vol. 11678, Salerno, Italy, pp. 89 -101 , Sep 3-5, 2019 | DOI: 10.1007/978-3-030-29888-3_8 Conference
6	Allegretti, Stefano; Bolelli, Federico; Cancilla, Michele; Pollastri, Federico; Canalini, Laura; Grana, Costantino "How does Connected Components Labeling with Decision Trees perform on GPUs?" Computer Analysis of Images and Patterns, vol. 11678, Salerno, Italy, pp. 39 -51 , Sep 3-5, 2019 | DOI: 10.1007/978-3-030-29888-3_4 Conference
7	Bolelli, Federico; Cancilla, Michele; Baraldi, Lorenzo; Grana, Costantino "Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes" Reproducible Research in Pattern Recognition, vol. 11455, Beijing, China, pp. 89 -93 , Aug 20-24, 2019 | DOI: 10.1007/978-3-030-23987-9_7 Conference
8	Bolelli, Federico; Baraldi, Lorenzo; Cancilla, Michele; Grana, Costantino "Connected Components Labeling on DRAGs" 2018 24th International Conference on Pattern Recognition (ICPR), vol. 2018-, Beijing, China, pp. 121 -126 , Aug 20-24, 2018 | DOI: 10.1109/ICPR.2018.8545505 Conference
9	Bertacchi, Silvia; Al Jawarneh, Isam Mashhour; Apollonio, Fabrizio Ivan; Bertacchi, Gianna; Cancilla, Michele; Foschini, Luca; Grana, Costantino; Martuscelli, Giuseppe; Montanari, Rebecca "SACHER Project: A Cloud Platform and Integrated Services for Cultural Heritage and for Restoration" Goodtechs '18 Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good, Bologna, Italy, pp. 283 -288 , Nov 28-30, 2018 | DOI: 10.1145/3284869.3284871 Conference
10	Allegretti, Stefano; Bolelli, Federico; Cancilla, Michele; Grana, Costantino "Optimizing GPU-Based Connected Components Labeling Algorithms" 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS), Inria Sophia Antipolis, France, pp. 175 -180 , Dec 12-14, 2018 | DOI: 10.1109/IPAS.2018.8708900 Conference
11	Bolelli, Federico; Cancilla, Michele; Grana, Costantino "Two More Strategies to Speed Up Connected Components Labeling Algorithms" Image Analysis and Processing - ICIAP 2017, vol. 10485, Catania, pp. 48 -58 , Sep 11-15, 2017 | DOI: 10.1007/978-3-319-68548-9_5 Conference