Pubblicazioni

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

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

An Effective Framework for Deep-Learning-Enhanced Quantitative Microwave Imaging and Its Potential for Medical Applications

2023 - SENSORS
Yago Ruiz, Álvaro; Cavagnaro, Marta; Crocco, Lorenzo

CNNViT. A robust deep neural network for video anomaly detection

2023 - IET Conference Proceedings
Garuda, Nikhil; Prasad, Gokul; Prasad Dev, Prabhu; Das, Pranesh; Ghaderpour, Ebrahim

Efficient and Refined Deep Convolutional Features Network for the Crack Segmentation of Solar Cell Electroluminescence Images

2022 - IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING
Wang, C.; Chen, H.; Zhao, S.; Rahman, M. R. U.

An accuracy vs. complexity comparison of deep learning architectures for the detection of covid-19 disease

2021 - COMPUTATION
Sarv Ahrabi, S.; Scarpiniti, M.; Baccarelli, E.; Momenzadeh, A.

Demining war scenarios: a project based on new technologies

2021 - Proceedings of the International Conference on Structural Dynamic , EURODYN
Mezzani, Federica; Pepe, Gianluca; Roveri, Nicola; Carcaterra, Antonio; Solferini, Stefano

A deep learning convolutional neural network algorithm for detecting saline flow sources and mapping the environmental impacts of the Urmia Lake drought in Iran

2021 - CATENA
Feizizadeh, Bakhtiar; Garajeh, Mohammad Kazemi; Lakes, Tobia; Blaschke, Thomas

Convolutional neural network can recognize drug resistance of single cancer cells

2020 - INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
Yanagisawa, Kiminori; Toratani, Masayasu; Asai, Ayumu; Konno, Masamitsu; Niioka, Hirohiko; Mizushima, Tsunekazu; Satoh, Taroh; Miyake, Jun; Ogawa, Kazuhiko; Vecchione, Andrea; Doki, Yuichiro; Eguchi, Hidetoshi; Ishii, Hideshi

Brain tumor segmentation using 2D-UNET convolutional neural network

2020 - Deep learning for cancer diagnosis
Munir, Khushboo; Frezza, Fabrizio; Rizzi, Antonello

Deep learning for brain tumor segmentation

2020 - Deep learning for cancer diagnosis
Munir, Khushboo; Frezza, Fabrizio; Rizzi, Antonello

Ensemble of deep convolutional neural networks for automatic pavement crack detection and measurement

2020 - COATINGS
Fan, Z.; Li, C.; Chen, Y.; Di Mascio, P.; Chen, X.; Zhu, G.; Loprencipe, G.

Deep Neural Networks for Multivariate Prediction of Photovoltaic Power Time Series

2020 - IEEE ACCESS
Succetti, Federico; Rosato, Antonello; Araneo, Rodolfo; Panella, Massimo

2-D convolutional deep neural network for multivariate energy time series prediction

2019 - Proceedings - 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2019
Rosato, A.; Araneo, R.; Andreotti, A.; Panella, M.

Convolutional Neural Network Approach to Classify Skin Lesions Using Reflectance Confocal Microscopy

2019 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Wodzinski, M.; Skalski, A.; Witkowski, A.; Pellacani, G.; Ludzik, J.

Deep region of interest and feature extraction models for palmprint verification using convolutional neural networks transfer learning

2018 - APPLIED SCIENCES
Izadpanahkakhk, Mahdieh; Mohammad Razavi, Seyyed; Taghipour-Gorjikolaie, Mehran; Hamid Zahiri, Seyyed; Uncini, Aurelio

Boosting Domain Adaptation by Discovering Latent Domains

2018 - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition
Mancini, Massimiliano; Porzi, Lorenzo; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa

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