Federico Bolelli

Journal Articles

2021

2021 - IET Computer Vision
A Deep Analysis on High Resolution Dermoscopic Image Classification
F. Pollastri, M. Parreño, J. Maroñas, F. Bolelli, R. Paredes, D. Ramos, C. Grana
IET Computer Vision.
2021 - IEEE Transactions on Pattern Analysis and Machine Intelligence
One DAG to Rule Them All
F. Bolelli, S. Allegretti, C. Grana
IEEE Transactions on Pattern Analysis and Machine Intelligence.

2020

2020 - Clinical Journal of the American Society of Nephrology
Evaluation of the Classification Accuracy of the Kidney Biopsy Direct Immunofluorescence through Convolutional Neural Networks
G. Ligabue, F. Pollastri, [...], F. Bolelli, C. Grana, R. Magistroni
Clinical Journal of the American Society of Nephrology.

2019

2019 - IEEE Transactions on Image Processing
Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling
F. Bolelli, S. Allegretti, L. Baraldi, C. Grana
IEEE Transactions on Image Processing.
2019 - IEEE Transactions on Parallel and Distributed Systems
Optimized Block-Based Algorithms to Label Connected Components on GPUs
S. Allegretti, F. Bolelli, C. Grana
IEEE Transactions on Parallel and Distributed Systems.
2019 - Multimedia Tools and Applications
Augmenting Data with GANs to Segment Melanoma Skin Lesions
F. Pollastri, F. Bolelli, R. Paredes, C. Grana
Multimedia Tools and Applications.

2018

2018 - Multimedia Tools and Applications Journal
M-VAD Names: a Dataset for Video Captioning with Naming
S. Pini, M. Cornia, F. Bolelli, L. Baraldi, R. Cucchiara
Multimedia Tools and Applications Journal.
2018 - Journal of Real-Time Image Processing
Towards reliable experiments on the performance of Connected Components Labeling algorithms
F. Bolelli, M. Cancilla, L. Baraldi, C. Grana
Journal of Real-Time Image Processing.

Conference Papers

2021

2021 - VISAPP
A Cone Beam Computed Tomography Annotation Tool for Automatic Detection of the Inferior Alveolar Nerve Canal
C. Mercadante, M. Cipriano, F. Bolelli, F. Pollastri, M. Di Bartolomeo, A. Anesi, C. Grana
VISAPP - Vienna, Austria.
2021 - ICPR
The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications
M. Cancilla, L. Canalini, F. Bolelli, [...], J.A. Gómez, S. Leo, M.E. Piras, L. Pireddu, A. Badouh, S. Marco-Sola, L. Alvarez, M. Moreto, C. Grana
ICPR - Milan, Italy.
2021 - ICPR
Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval
S. Allegretti, F. Bolelli, F. Pollastri, S. Longhitano, G. Pellacani, C. Grana
ICPR - Milan, Italy.
2021 - ICPR
A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes
M. Söchting, S. Allegretti, F. Bolelli, C. Grana
ICPR - Milan, Italy.
2021 - ICPR
Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification
F. Pollastri, J. Maroñas, F. Bolelli, G. Ligabue, R. Paredes, R. Magistroni, C. Grana
ICPR - Milan, Italy.

2020

2020 - IVPR
A Warp Speed Chain-Code Algorithm Based on Binary Decision Trees
S. Allegretti, F. Bolelli, C. Grana
IVPR - Kitakyushu, Fukuoka, Japan. (Oral)

2019

2019 - ICIAP
Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs
F. Bolelli, C. Grana
ICIAP - Trento, Italy. (Spotlight)
2019 - ICIAP
A Block-Based Union-Find Algorithm to Label Connected Components on GPUs
S. Allegretti, F. Bolelli, M. Cancilla, C. Grana
ICIAP - Trento, Italy.
2019 - CAIP
How does Connected Components Labeling with Decision Trees perform on GPUs?
S. Allegretti, F. Bolelli, M. Cancilla, F. Pollastri, L. Canalini, C. Grana
CAIP - Salerno, Italy. (Oral, Best Paper Award!)
2019 - CAIP
Skin Lesion Segmentation Ensemble with Diverse Training Strategies
L. Canalini, F. Pollastri, F. Bolelli, M. Cancilla, S. Allegretti, C. Grana
CAIP - Salerno, Italy. (Oral)

2018

2018 - IPAS
A Hierarchical Quasi-Recurrent approach to Video Captioning
F. Bolelli, L. Baraldi, C. Grana
IPAS - Inria Sophia Antipolis, France. (Oral)
2018 - IPAS
Optimizing GPU-Based Connected Components Labeling Algorithms
S. Allegretti, F. Bolelli, M. Cancilla, C. Grana
IPAS - Inria Sophia Antipolis, France. (Oral)
2018 - ICPR
Connected Components Labeling on DRAGs
F. Bolelli, L. Baraldi, M. Cancilla, C. Grana
ICPR - Beijing, China. (Oral)
2018 - CBMS
Improving Skin Lesion Segmentation with Generative Adversarial Networks
F. Pollastri, F. Bolelli, R. Paredes, C. Grana
CBMS - Karlstad, Sweden.
2018 - IRCDL
XDOCS: an Application to Index Historical Documents
F. Bolelli, G. Borghi, C. Grana
IRCDL - Udine, Italy. (Oral)

2017

2017 - ICIAP
Two More Strategies to Speed Up Connected Components Labeling Algorithms
F. Bolelli, M. Cancilla, C. Grana
ICIAP - Catania, Italy.
2017 - ICIAP
Historical Handwritten Text Images Word Spotting through Sliding Window HOG Features
F. Bolelli, G. Borghi, C. Grana
ICIAP - Catania, Italy.
2017 - IRCDL
Indexing of Historical Document Images: Ad Hoc Dewarping Technique for Handwritten Text
F. Bolelli
IRCDL - Modena, Italy.

2016

2016 - ICPR
YACCLAB - Yet Another Connected Components Labeling Benchmark
C. Grana, F. Bolelli, L. Baraldi, R. Vezzani
ICPR - Cancun, Mexico.
2016 - ACIVS
Optimized Connected Components Labeling with Pixel Prediction
C. Grana, L. Baraldi, F. Bolelli
ACIVS - Lecce, Italy. (Oral)

Workshop Papers

2021

2021 - RRPR
A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes: Implementation and Reproducibility Notes
F. Bolelli, S. Allegretti, C. Grana
RRPR - Milan, Italy.

2019

2019 - RRPR
Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes
F. Bolelli, M. Cancilla, L. Baraldi, C. Grana
RRPR - Beijing, China.

Book Chapters

2021

2021 - Technologies and Applications for Big Data Value
The DeepHealth toolkit: a key European free and open-source software for Deep Learning and Computer Vision ready to exploit heterogeneous HPC and cloud architectures
M. Aldinucci, D. Atienza, F. Bolelli, M. Caballero, [...], M. Zapater
Technologies and Applications for Big Data Value.

Contact

Federico Bolelli, PhD

University of Modena and 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