Zobrazeno 1 - 10
of 54
pro vyhledávání: '"Andreini, Paolo"'
Multi-organ segmentation of X-ray images is of fundamental importance for computer aided diagnosis systems. However, the most advanced semantic segmentation methods rely on deep learning and require a huge amount of labeled images, which are rarely a
Externí odkaz:
http://arxiv.org/abs/2106.05132
Publikováno v:
In Neurocomputing 1 January 2024 563
A novel deep neural network framework -- that we refer to as Deep Dynamic Factor Model (D$^2$FM) --, is able to encode the information available, from hundreds of macroeconomic and financial time-series into a handful of unobserved latent states. Whi
Externí odkaz:
http://arxiv.org/abs/2007.11887
Providing pixel-level supervisions for scene text segmentation is inherently difficult and costly, so that only few small datasets are available for this task. To face the scarcity of training data, previous approaches based on Convolutional Neural N
Externí odkaz:
http://arxiv.org/abs/1911.09026
Autor:
Andreini, Paolo, Bonechi, Simone, Bianchini, Monica, Mecocci, Alessandro, Scarselli, Franco, Sodi, Andrea
In recent years, the use of deep learning is becoming increasingly popular in computer vision. However, the effective training of deep architectures usually relies on huge sets of annotated data. This is critical in the medical field where it is diff
Externí odkaz:
http://arxiv.org/abs/1907.12296
The absence of large scale datasets with pixel-level supervisions is a significant obstacle for the training of deep convolutional networks for scene text segmentation. For this reason, synthetic data generation is normally employed to enlarge the tr
Externí odkaz:
http://arxiv.org/abs/1904.00818
Autor:
Andreini, Paolo, Hasenzagl, Thomas, Reichlin, Lucrezia, Senftleben-König, Charlotte, Strohsal, Till
Publikováno v:
In International Journal of Forecasting January-March 2023 39(1):298-313
Publikováno v:
In Journal of Computational Mathematics and Data Science June 2022 3
Autor:
Tognetti, Linda, Bonechi, Simone, Andreini, Paolo, Bianchini, Monica, Scarselli, Franco, Cevenini, Gabriele, Moscarella, Elvira, Farnetani, Francesca, Longo, Caterina, Lallas, Aimilios, Carrera, Cristina, Puig, Susana, Tiodorovic, Danica, Perrot, Jean Luc, Pellacani, Giovanni, Argenziano, Giuseppe, Cinotti, Elisa, Cataldo, Gennaro, Balistreri, Alberto, Mecocci, Alessandro, Gori, Marco, Rubegni, Pietro, Cartocci, Alessandra
Publikováno v:
In Journal of Dermatological Science February 2021 101(2):115-122
Publikováno v:
In Computer Methods and Programs in Biomedicine February 2020 184