Dott. Federico Bolelli

Dott. Federico Bolelli

Position at Imagelab:

PhD Student
Dipartimento di Ingegneria "Enzo Ferrari", Modena Italy

Email:

federico_DOT_bolelli_AT_unimore_DOT_it

Phone:

+39-059-2058787

Federico Bolelli

Bolelli Federico is currently a PhD student at the International Doctorate School in ICT of the University of Modena e Reggio Emilia under the supervision of Prof. Costantino Grana. He received the Degree in Computer Engineering in 2016 from the University of Modena and Reggio Emilia, Italy. His research interests include optimization of binary image processing algorithms, indexing of handwritten historical manuscripts and video captioning.

Curriculum vitae: download

Keywords: Optimization, Binary Image Processing, Deep Learning, Video Captioning


Teaching Activities


Theses Supervision

  • Federico Pollastri (MSc) - Impact of a Generative Adversarial Network synthetic dataset on fully convolutional-deconvolutional networks for automatic skin lesion segmentation training
  • Cancilla Michele (MSc) -  Parallel Connected Components Labeling

Research Projects


Research Activities


Publications

1 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, Salerno, Italy, Sep 3-5, 2019 Conference
2 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, Salerno, Italy, Sep 3-5, 2019 Conference
3 Pollastri, Federico; Bolelli, Federico; Paredes Palacios, Roberto; Grana, Costantino "Augmenting data with GANs to segment melanoma skin lesions" MULTIMEDIA TOOLS AND APPLICATIONS, pp. 0 -1 , 2019 | DOI: 10.1007/s11042-019-7717-y Journal
4 Pini, Stefano; Cornia, Marcella; Bolelli, Federico; Baraldi, Lorenzo; Cucchiara, Rita "M-VAD Names: a Dataset for Video Captioning with Naming" MULTIMEDIA TOOLS AND APPLICATIONS, pp. 1 -21 , 2018 | DOI: 10.1007/s11042-018-7040-z Journal
5 Bolelli, Federico; Baraldi, Lorenzo; Grana, Costantino "A Hierarchical Quasi-Recurrent approach to Video Captioning" Proceedings of the 3rd IEEE International Conference on Image Processing, Applications and Systems, Sophia Antipolis, France, Dec 12-14, 2018 Conference
6 Bolelli, Federico; Cancilla, Michele; Baraldi, Lorenzo; Grana, Costantino "Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes" Proceedings of the 25th International Conference on Pattern Recognition Workshops, Beijing, China, Aug 20-24, 2018 Conference
7 Bolelli, Federico; Baraldi, Lorenzo; Cancilla, Michele; Grana, Costantino "Connected Components Labeling on DRAGs" Proceedings of the 24th International Conference on Pattern Recognition, Beijing, China, pp. 121 -126 , Aug 20-24, 2018 | DOI: 10.1109/ICPR.2018.8545505 Conference
8 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, pp. 1 -16 , 2018 | DOI: 10.1007/s11554-018-0756-1 Journal
9 Allegretti, Stefano; Bolelli, Federico; Cancilla, Michele; Grana, Costantino "Optimizing GPU-Based Connected Components Labeling Algorithms" Proceedings of the third IEEE International Conference on Image Processing, Applications and Systems, Inria Sophia Antipolis, France, Dec 12-14, 2018 Conference
10 Bolelli, Federico; Cancilla, Michele; Baraldi, Lorenzo; Grana, Costantino "Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes" RRPR 2018: 2nd Workshop on Reproducible Research in Pattern Recognition, Beijing, China, Aug 20-24, 2018 Conference
11 Pollastri, Federico; Bolelli, Federico; Paredes, Roberto; Grana, Costantino "Improving Skin Lesion Segmentation with Generative Adversarial Networks" Proceedings of the 31st IEEE CBMS International Symposium on Computer-Based Medical Systems, Karlstad, Sweden, pp. 442 -443 , Jun 18-21, 2018 Conference
12 Bolelli, Federico; Borghi, Guido; Grana, Costantino "XDOCS: An Application to Index Historical Documents" Digital Libraries and Multimedia Archives, vol. 806, Udine, Italy, pp. 151 -162 , Jan 25-26, 2018 | DOI: 10.1007/978-3-319-73165-0_15 Conference
13 Bolelli, Federico "Indexing of Historical Document Images: Ad Hoc Dewarping Technique for Handwritten Text" Digital Libraries and Archives, vol. 733, Modena, pp. 45 -55 , Jan 26-27, 2017 | DOI: 10.1007/978-3-319-68130-6_4 Conference
14 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
15 Bolelli, Federico; Borghi, Guido; Grana, Costantino "Historical Handwritten Text Images Word Spotting through Sliding Window HOG Features" Image Analysis and Processing - ICIAP 2017, vol. 10484, Catania, Italy, pp. 729 -738 , Sep 11-15, 2017 | DOI: 10.1007/978-3-319-68560-1_65 Conference
16 Grana, Costantino; Bolelli, Federico; Baraldi, Lorenzo; Vezzani, Roberto "YACCLAB - Yet Another Connected Components Labeling Benchmark" Proceedings of the 23rd International Conference on Pattern Recognition, Cancun, Mexico, pp. 3109 -3114 , Dec 4-8, 2016 | DOI: 10.1109/ICPR.2016.7900112 Conference
17 Grana, Costantino; Baraldi, Lorenzo; Bolelli, Federico "Optimized Connected Components Labeling with Pixel Prediction" Advanced Concepts for Intelligent Vision Systems, vol. 10016, Lecce, Italy, pp. 431 -440 , Oct 24-27, 2016 | DOI: 10.1007/978-3-319-48680-2_38 Conference