NANNI, LORIS
NANNI, LORIS
Dipartimento di Ingegneria dell'Informazione - DEI
Advancing Taxonomy with Machine Learning: A Hybrid Ensemble for Species and Genus Classification
2025 Nanni, Loris; Gobbi, Matteo De; Junior, Roger De Almeida Matos; Fusaro, Daniel
Convolutional neural networks and vision transformers for Plankton Classification
2025 Nanni, Loris; Lumini, Alessandra; Barcellona, Leonardo; Ghidoni, Stefano
Deep Ensembling of Multiband Images for Earth Remote Sensing and Foramnifera Data
2025 Nanni, Loris; Brahnam, Sheryl; Ruta, Matteo; Fabris, Daniele; Boscolo Bacheto, Martina; Milanello, Tommaso
ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy Images
2025 Felipe, Gustavo Zanoni; Nanni, Loris; Garcia, Isadora Goulart; Zanoni, Jacqueline Nelisis; Costa, Yandre Maldonado e Gomes da
Insect identification by combining different neural networks
2025 Nanni, Loris; Maritan, Nicola; Fusaro, Daniel; Brahnam, Sheryl; Meneguolo, Francesco Boscolo; Sgaravatto, Maria
SAM-Based Input Augmentations and Ensemble Strategies for Image Segmentation
2025 Carisi, Lorenzo; Chiereghin, Francesco; Fantozzi, Carlo; Nanni, Loris
AI-Powered Biodiversity Assessment: Species Classification via DNA Barcoding and Deep Learning
2024 Nanni, Loris; Cuza, Daniela; Brahnam, Sheryl
An Enhanced Loss Function for Semantic Road Segmentation in Remote Sensing Images
2024 Nanni, Loris; Brahnam, Sheryl; Loreggia, Andrea
Vector to matrix representation for CNN networks for classifying astronomical data
2024 Nanni, Loris; Brahnam, Sheryl
A Standardized Approach for Skin Detection: Analysis of the Literature and Case Studies
2023 Nanni, Loris; Loreggia, Andrea; Lumini, Alessandra; Dorizza, Alberto
Building Ensemble of Deep Networks: Convolutional Networks and Transformers
2023 Nanni, Loris; Loreggia, Andrea; Barcellona, Leonardo; Ghidoni, Stefano
Building Ensemble of Resnet for Dolphin Whistle Detection
2023 Nanni, L; Cuza, D; Brahnam, S
Comparison of Different Methods for Building Ensembles of Convolutional Neural Networks
2023 Nanni, Loris; Loreggia, Andrea; Brahnam, Sheryl
Coupling RetinaFace and Depth Information to Filter False Positives
2023 Nanni, Loris; Brahnam, Sheryl; Lumini, Alessandra; Loreggia, Andrea
Deep-Learning-Based Human Chromosome Classification: Data Augmentation and Ensemble
2023 D'Angelo, Mattia; Nanni, L
Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation
2023 Nanni, L.; Fantozzi, C.; Loreggia, A.; Lumini, A.
Exploring the Potential of Ensembles of Deep Learning Networks for Image Segmentation
2023 Nanni, Loris; Lumini, Alessandra; Fantozzi, Carlo
Heterogeneous Ensemble for Medical Data Classification
2023 Nanni, Loris; Brahnam, Sheryl; Loreggia, Andrea; Barcellona, Leonardo
Improving Existing Segmentators Performance with Zero-Shot Segmentators
2023 Nanni, L.; Fusaro, D.; Fantozzi, C.; Pretto, A.
Improving Foraminifera Classification Using Convolutional Neural Networks with Ensemble Learning
2023 Nanni, Loris; Faldani, Giovanni; Brahnam, Sheryl; Bravin, Riccardo; Feltrin, Elia