Pubblicazioni

Automatic generation of synthetic heritage point clouds: Analysis and segmentation based on shape grammar for historical vaults

2024 - JOURNAL OF CULTURAL HERITAGE

Battini, C; Ferretti, U; De Angelis, G; Pierdicca, R; Paolanti, M; Quattrini, R

A Scalogram-Based CNN Approach for Audio Classification in Construction Sites

2024 - APPLIED SCIENCES

Scarpiniti, M; Parisi, R; Lee, Yc

ArcheoWeedNet: Weed Classification inÂ theÂ Parco archeologico del Colosseo

2024 - Image Analysis and Processing - ICIAP 2023 Workshops

Saurio, G.; Muscas, M.; Spinelli, I.; Rughetti, V.; Della Giovampaola, I.; Scardapane, S.

Artificial intelligence applied to image-guided radiation therapy (IGRT): a systematic review by the Young Group of the Italian Association of Radiotherapy and Clinical Oncology (yAIRO)

2024 - LA RADIOLOGIA MEDICA

Boldrini, Luca; D'Aviero, Andrea; De Felice, Francesca; Desideri, Isacco; Grassi, Roberta; Greco, Carlo; Iorio, Giuseppe Carlo; Nardone, Valerio; Piras, Antonio; Salvestrini, Viola

Analyzing EEG patterns in young adults exposed to different acrophobia levels: a VR study

2024 - FRONTIERS IN HUMAN NEUROSCIENCE

Russo, S.; Tibermacine, I. E.; Tibermacine, A.; Chebana, D.; Nahili, A.; Starczewscki, J.; Napoli, C.

Harnessing Deep Learning and Reinforcement Learning Synergy as a Form of Strategic Energy Optimization in Architectural Design: A Case Study in Famagusta, North Cyprus

2024 - BUILDINGS

Karimi, H.; Adibhesami, M. A.; Hoseinzadeh, S.; Salehi, A.; Groppi, D.; Astiaso Garcia, D.

D4D: An RGBD diffusion model to boost monocular depth estimation

2024 - IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Papa, Lorenzo; Russo, Paolo; Amerini, Irene

A deep learning enhanced inverse scattering framework for microwave imaging of piece-wise homogeneous targets

2024 - INVERSE PROBLEMS

Yago Ruiz, I.; Nikolic Stevanovic, M.; Cavagnaro, M.; Crocco, L.

Assessment of the current and emerging criteria for the histopathological classification of lung neuroendocrine tumours in the lungNENomics project

2024 - ESMO OPEN

Mathian, Ã.; Drouet, Y.; Sexton-Oates, A.; Papotti, M. G.; Pelosi, G.; Vignaud, J. -M.; Brcic, L.; Mansuet-Lupo, A.; Damiola, F.; Altun, C.; Berthet, J. -P.; Fournier, C. B.; Brustugun, O. T.; Centonze, G.; Chalabreysse, L.; de MontprÃ©ville, V. T.; di Micco, C. M.; Fadel, E.; Gadot, N.; Graziano, P.; Hofman, P.; Hofman, V.; Lacomme, S.; Lund-Iversen, M.; Mangiante, L.; Milione, M.; Muscarella, L. A.; Perrin, C.; Planchard, G.; Popper, H.; Rousseau, N.; Roz, L.; Sabella, G.; Tabone-Eglinger, S.; Voegele, C.; Volante, M.; Walter, T.; Dingemans, A. -M.; Moonen, L.; Speel, E. J.; Derks, J.; Girard, N.; Chen, L.; Alcala, N.; Fernandez-Cuesta, L.; Lantuejoul, S.; Foll, M.

The use of Artificial Intelligence in liver histopathology field: a systematic review

2024 - DIAGNOSTICS

Grignaffini, F.; Barbuto, F.; Troiano, M.; Piazzo, L.; Simeoni, P.; Mangini, F.; De Stefanis, C.; Onetti Muda, A.; Frezza, F.; Alisi, A.

Disaggregating Death Rates of Age-Groups Using Deep Learning Algorithms

2024 - JOURNAL OF OFFICIAL STATISTICS

Nigri, Andrea; Levantesi, Susanna; Scognamiglio, Salvatore

Advances and Challenges in Computer Vision for Image-Based Plant Disease Detection: A Comprehensive Survey of Machine and Deep Learning Approaches

2024 - IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

Syed Asif Ahmad, Qadri; Nen-Fu, Huang; TAIBA MAJID, TAIBA MAJID; Showkat Ahmad, Bhat

Early-Season Crop Mapping by PRISMA Images Using Machine/Deep Learning Approaches: Italy and Iran Test Cases

2024 - REMOTE SENSING

Mirzaei, Saham; Pascucci, Simone; Carfora, Maria Francesca; Casa, Raffaele; Rossi, Francesco; Santini, Federico; Palombo, Angelo; Laneve, Giovanni; Pignatti, Stefano

Novel Approaches for Early Detection of Retinal Diseases Using Artificial Intelligence

2024 - JOURNAL OF PERSONALIZED MEDICINE

Saverio Sorrentino, Francesco; Gardini, Lorenzo; Fontana, Luigi; Mutali, Musa; Gabai, Andrea; Maniaci, Antonino; Lavalle, Salvatore; D'Esposito, Fabiana; Russo, Andrea; Longo, Antonio; Surico, PIER LUIGI; Gagliano, Caterina; Zeppieri, Marco

A computer vision-based quality assessment technique for the automatic control of consumables for analytical laboratories

2024 - EXPERT SYSTEMS WITH APPLICATIONS

Zribi, Meriam; Pagliuca, Paolo; Pitolli, Francesca

Cold Diffusion Model for Seismic Denoising

2024 - JOURNAL OF GEOPHYSICAL RESEARCH. MACHINE LEARNING AND COMPUTATION

Trappolini, Daniele; Laurenti, Laura; Poggiali, Giulio; Tinti, Elisa; Galasso, Fabio; Michelini, Alberto; Marone, Chris

Computer-aided diagnosis systems for automatic malaria parasite detection and classification: a systematic review

2024 - ELECTRONICS

Grignaffini, F.; Simeoni, P.; Alisi, A.; Frezza, F.

Shedding More Light on Robust Classifiers under the lens of Energy-based Models

2024 - Springer European Conference on Computer Vision (ECCV) 2024

Mirza, MUJTABA HUSSAIN; Briglia, MARIA ROSARIA; Beadini, Senad; Masi, Iacopo

A variational approach to quantum gated recurrent units

2024 - JOURNAL OF PHYSICS COMMUNICATIONS

Ceschini, A.; Rosato, A.; Panella, M.

Hybrid multilayer perceptron and convolutional neural network model to predict extreme regional precipitation dominated by the large-scale atmospheric circulation

2024 - ATMOSPHERIC RESEARCH

Jiang, Qin; Cioffi, Francesco; Li, Weiyue; Tan, Jinkai; Pan, Xiaoduo; Li, Xin

Fra misura e dismisura nei processi generativi implementati dallâintelligenza artificiale - Between measure and out of measure in generative processes implemented by artificial intelligence

2024 - MISURA / DISMISURA Ideare Conoscere Narrare - MEASURE / OUT OF MEASURE Devising Knowing Narrating

Basso, Alessandro; Meschini, Alessandra

Deep learning architectures for data-driven damage detection in nonlinear dynamic systems under random vibrations

2024 - NONLINEAR DYNAMICS

Joseph, Harrish; Quaranta, Giuseppe; Carboni, Biagio; Lacarbonara, Walter

Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite Imagery

2024 - IEEE International Symposium on Geoscience and Remote Sensing

Motoi, Ionut M.; Saraceni, Leonardo; Nardi, Daniele; Ciarfuglia, Thomas A.

Assessing brain involvement in Fabry disease with deep learning and the brainâage paradigm

2024 - HUMAN BRAIN MAPPING

Montella, Alfredo; Tranfa, Mario; Scaravilli, Alessandra; Barkhof, Frederik; Brunetti, Arturo; Cole, James; Gravina, Michela; Marrone, Stefano; Riccio, Daniele; Riccio, Eleonora; Sansone, Carlo; Spinelli, Letizia; Petracca, Maria; Pisani, Antonio; Cocozza, Sirio; Pontillo, Giuseppe

The big theory revolution or why the data deluge will not wash the scientific method away

2024 - Model-based reasoning, abductive cognition, creativity

Ippoliti, Emiliano