Francesco Guarnera

Research Fellow - Ciclo XXXIV

Francesco Guarnera

Research Fellow

Publications

Francesco Guarnera, Alessia Rondinella , Oliver Giudice, Alessandro Ortis, Sebastiano Battiato, Francesco Rundo, Giorgio Fallica, Francesco Traina, Sabrina Conoci. Early Detection of Hip Periprosthetic Joint Infections Through CNN on Computed Tomography Images. Image Analysis and Processing – ICIAP 2023. 2023.

A. Rondinella, F. Guarnera, O. Giudice, A. Ortis, F. Rundo, S. Battiato. Attention-Based Convolutional Neural Network for CT Scan COVID-19 Detection. 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW). 2023.

Alessia Rondinella, Elena Crispino, Francesco Guarnera, Oliver Giudice, Alessandro Ortis, Giulia Russo, Clara Di Lorenzo, Davide Maimone, Francesco Pappalardo, Sebastiano Battiato. Boosting multiple sclerosis lesion segmentation through attention mechanism. Elsevier. 2023.

Sebastiano Battiato, Oliver Giudice, Francesco Guarnera, Giovanni Puglisi. CNN-based first quantization estimation of double compressed JPEG images. Elsevier. 2022.

Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Paratore, Linh MQ Bui, Marco Fontani, Davide Alessandro Coccomini, Roberto Caldelli et al.. The Face Deepfake Detection Challenge. Journal of Imaging. 2022.

Sebastiano Battiato, Oliver Giudice, Francesco Guarnera, Giovanni Puglisi. Estimating Previous Quantization Factors on Multiple JPEG Compressed Images. EURASIP Journal on Information Security. 2021.

Sebastiano Battiato, Oliver Giudice, Francesco Guarnera, Giovanni Puglisi. First Quantization Estimation by a Robust Data Exploitation Strategy of DCT Coefficients. IEEE Access. 2021.

Sebastiano Battiato, Oliver Giudice, Francesco Guarnera, Giovanni Puglisi. Computational Data Analysis for First Quantization Estimation on JPEG Double Compressed Images. 2020 25th International Conference on Pattern Recognition (ICPR). 2021.

Sebastiano Battiato, Francesco Guarnera, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Consolata Siniscalco, Tommaso De Gregorio, Eloy Suárez. Pollen Grain Classification Challenge 2020. Pattern Recognition. ICPR International Workshops and Challenges: Virtual Event, January 10-15, 2021, Proceedings, Part VIII. 2021.

Sebastiano Battiato, Francesco Guarnera, Alessandro Ortis, Francesca Trenta, Lorenzo Ascari, Consolata Siniscalco, Tommaso De Gregorio, Eloy Suárez. Pollen Grain Classification Challenge 2020: Challenge Report. Pattern Recognition. ICPR International Workshops and Challenges: Virtual Event, January 10-15, 2021, Proceedings, Part VIII. 2021.

Oliver Giudice, Dario Allegra, Francesco Guarnera, Filippo Stanco, Sebastiano Battiato. Animated Gif Optimization By Adaptive Color Local Table Management. . 2020.

Francesco Guarnera, Dario Allegra, Oliver Giudice, Filippo Stanco, Sebastiano Battiato. A New Study On Wood Fibers Textures: Documents Authentication Through LBP Fingerprint. 2019 IEEE International Conference on Image Processing (ICIP). 2019.

. Smart Tools and Apps for Graphics - Eurographics Italian Chapter Conference 2016. . 2016.

. – Proceedings of Digital Photography IX (Spie Vol.8660) – SPIE Electronic Imaging 2013.. . 2013.

. Advanced Topics in Computer Vision. ADVANCES IN COMPUTER VISION AND PATTERN RECOGNITION. 2013.

. Proceedings of International Conference on Computer Vision Theory and Applications (VISAPP) 2013. . 2013.

. Machine Learning for Computer Vision. STUDIES IN COMPUTATIONAL INTELLIGENCE. 2012.

. Multimedia in Forensics, Security and Intelligence edito da IEEE Multimedia Magazine. . 2012.

. Proceedings of Digital Photography VIII (Spie Vol.8299) – SPIE Electronic Imaging 2012.. . 2012.

. Digital Imaging For Cultural Heritage Preservation - Analysis, Restoration and Reconstruction of Ancient Artworks. . 2011.

A. VICARI G. BILOTTA, S. BONFIGLIO, A. CAPPELLO, G. GANCI, A, HÉRAULT, E. RUSTICO, GALLO G., C. DEL NEGRO. LAV@HAZARD: A web-gis interface for volcanic hazard assessment. ANNALS OF GEOPHYSICS. 2011.

. Proceedings of the third ACM International Workshop on Multimedia in Forensics and Intelligence (MiFor 2011) – Satellite Event of ACM Multimedia 2011 – November 2011.. . 2011.

. Computer Vision: Detection, Recognition and Reconstruction. . 2010.

. Image Processing for Embedded Devices. . 2010.

. Proceedings of the second ACM International Workshop on Multimedia in Forensics, Security and Intelligence (MiFor 2010) – Satellite Event of ACM Multimedia 2010 - October 2010.. . 2010.

. Special Issue on "Emerging Methods for Color Image and Video Quality Enhancement". . 2010.

. Proceedings of Quinto Congresso Annuale di Archeometria: Scienza e Beni Culturali – Siracusa (Italy), 26-29 febbraio 2008.. . 2008.

. Proceedings of Fourth Conference Eurographics Italian Chapter. . 2006.

Farinella, GM, Farioli, G, BATTIATO S., Leonardi S, Gallo G. Face re-identification for digital signage applications. LECTURE NOTES IN COMPUTER SCIENCE. 2000.

. Registration, Recognition in Images and Video. STUDIES IN COMPUTATIONAL INTELLIGENCE. 2000.