About
Federico Bolelli is an Assistant Professor at the University of Modena and Reggio Emilia, Italy, where he works within the AImagelab research group.
From the same University, he received the B.Sc. and M.Sc. degrees cum laude in Computer Engineering at the Department of Engineering "Enzo Ferrari" and the PhD degree in ICT from the International Doctorate School.
His research interests include image processing, algorithms and optimization, medical imaging, and historical document analysis. Among his research topics, he has worked on the optimization of binary image processing algorithms, modelling innovative approaches that significantly improve the performance on both CPU and GPU architectures. He has also worked on skin lesion segmentation and classification for melanoma skin cancer detection and handwritten text recognition of historical documents.
From 2019 to 2022, he worked at the DeepHealth H2020 European Project where, among others, he was responsible for the development of the European Computer Vision Library (ECVL).
In March 2022 he joined the H2020 DECIDER European Project.
He is a member of IEEE and CVPL, the Italian Association for Computer Vision, Pattern Recognition and Machine Learning.
Recent News
20/11/2023 - Paper accepted for publication @ IEEE TMIOur paper "A Graph-Based Multi-Scale Approach with Knowledge Distillation for WSI Classification" has been accepted for publication @ IEEE Transactions on Medical Imaging (TMI). |
03/11/2023 - Project financed by "Fondo di Ateneo per la Ricerca 2023"Our project "Deep Learning for Renal Pathology Prognosis Prediction" (CUP E93C23002090007) has been financed by the "Fondo di Ateneo per la Ricerca 2023 (University Research Fund 2023)" for a total of 65,600.00 € |
24/10/2023 - Paper accepted for publication @ WACV 2024, Waikoloa, HawaiiOur paper "ClusterFix: A Cluster-based Debiasing Approach without Protected-Group Supervision" has been accepted for publication @ WACV 2024, which will take place on Jan. 4 - 8 in Waikoloa, Hawaii. |
24/07/2023 - MICCAI STudent-Author Registration (STAR) AwardOur paper "DAS-MIL: Distilling Across Scales for MIL Classification of WSIs", accepted for publication @ MICCAI 2023, recevied the MICCAI STudent-Author Registration (STAR) Award. |
14/07/2023 - Winner of the FARD 2023 CURIOSITY DRIVENI received a 10,000.00 € grant under FAR 2023 (University Fund for Research - Fondo di Ateneo per la Ricerca), call for CURIOSITY DRIVEN projects. The grant will be maily devoted to the study and development of artificial intelligence algorithms for the advanced analysis of confocal and whole-slide images to support the clinical practice. |
Older news can be found in the news section.
Contact
Federico Bolelli, PhDUniversity of Modena & Reggio Emilia
Engineering Department "Enzo Ferrari"
Via P. Vivarelli 10
41125 Modena (MO), Italy
Building 27, Ground Floor, "Lab. Zero"
Tel. +39 059 205 8787
federico.bolelli _AT_ unimore.it