Journal Articles

2021

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

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

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

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

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.

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.

Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval

S. Allegretti, F. Bolelli, F. Pollastri, S. Longhitano, G. Pellacani, C. Grana
ICPR - Milan, Italy.

A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes

M. Söchting, S. Allegretti, F. Bolelli, C. Grana
ICPR - Milan, Italy.

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

A Warp Speed Chain-Code Algorithm Based on Binary Decision Trees

S. Allegretti, F. Bolelli, C. Grana
IVPR - Kitakyushu, Fukuoka, Japan. (Oral)

2019

Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs

F. Bolelli, C. Grana
ICIAP - Trento, Italy. (Spotlight)

A Block-Based Union-Find Algorithm to Label Connected Components on GPUs

S. Allegretti, F. Bolelli, M. Cancilla, C. Grana
ICIAP - Trento, Italy.

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!)

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

A Hierarchical Quasi-Recurrent approach to Video Captioning

F. Bolelli, L. Baraldi, C. Grana
IPAS - Inria Sophia Antipolis, France. (Oral)

Optimizing GPU-Based Connected Components Labeling Algorithms

S. Allegretti, F. Bolelli, M. Cancilla, C. Grana
IPAS - Inria Sophia Antipolis, France. (Oral)

Connected Components Labeling on DRAGs

F. Bolelli, L. Baraldi, M. Cancilla, C. Grana
ICPR - Beijing, China. (Oral)

Improving Skin Lesion Segmentation with Generative Adversarial Networks

F. Pollastri, F. Bolelli, R. Paredes, C. Grana
CBMS - Karlstad, Sweden.

XDOCS: an Application to Index Historical Documents

F. Bolelli, G. Borghi, C. Grana
IRCDL - Udine, Italy. (Oral)

2017

Two More Strategies to Speed Up Connected Components Labeling Algorithms

F. Bolelli, M. Cancilla, C. Grana
ICIAP - Catania, Italy.

Historical Handwritten Text Images Word Spotting through Sliding Window HOG Features

F. Bolelli, G. Borghi, C. Grana
ICIAP - Catania, Italy.

Indexing of Historical Document Images: Ad Hoc Dewarping Technique for Handwritten Text

F. Bolelli
IRCDL - Modena, Italy.

2016

YACCLAB - Yet Another Connected Components Labeling Benchmark

C. Grana, F. Bolelli, L. Baraldi, R. Vezzani
ICPR - Cancun, Mexico.

Optimized Connected Components Labeling with Pixel Prediction

C. Grana, L. Baraldi, F. Bolelli
ACIVS - Lecce, Italy. (Oral)

Workshop Papers

2021

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

Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes

F. Bolelli, M. Cancilla, L. Baraldi, C. Grana
RRPR - Beijing, China.

Book Chapters

2021

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.

Publications

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