| Real-time video fire/smoke detection based on CNN in antifire surveillance systems S Saponara, A Elhanashi, A Gagliardi Journal of Real-Time Image Processing 18, 889-900, 2021 | 221 | 2021 |
| Implementing a real-time, AI-based, people detection and social distancing measuring system for Covid-19 S Saponara, A Elhanashi, A Gagliardi Journal of Real-Time Image Processing 18 (6), 1937-1947, 2021 | 149 | 2021 |
| Fine-grained modulation classification using multi-scale radio transformer with dual-channel representation Q Zheng, P Zhao, H Wang, A Elhanashi, S Saponara IEEE Communications Letters 26 (6), 1298-1302, 2022 | 121 | 2022 |
| DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization Q Zheng, X Tian, Z Yu, H Wang, A Elhanashi, S Saponara Engineering Applications of Artificial Intelligence 122, 106082, 2023 | 74 | 2023 |
| Impact of image resizing on deep learning detectors for training time and model performance S Saponara, A Elhanashi International Conference on Applications in Electronics Pervading Industry …, 2021 | 74 | 2021 |
| Overview on intrusion detection systems design exploiting machine learning for networking cybersecurity P Dini, A Elhanashi, A Begni, S Saponara, Q Zheng, K Gasmi Applied Sciences 13 (13), 7507, 2023 | 71 | 2023 |
| Application of wavelet-packet transform driven deep learning method in PM2. 5 concentration prediction: A case study of Qingdao, China Q Zheng, X Tian, Z Yu, N Jiang, A Elhanashi, S Saponara, R Yu Sustainable Cities and Society 92, 104486, 2023 | 65 | 2023 |
| A real-time transformer discharge pattern recognition method based on CNN-LSTM driven by few-shot learning Q Zheng, R Wang, X Tian, Z Yu, H Wang, A Elhanashi, S Saponara Electric Power Systems Research 219, 109241, 2023 | 47 | 2023 |
| MobileRaT: A Lightweight Radio Transformer Method for Automatic Modulation Classification in Drone Communication Systems Q Zheng, X Tian, Z Yu, Y Ding, A Elhanashi, S Saponara, K Kpalma Drones 7 (10), 596, 2023 | 38 | 2023 |
| Developing a real-time social distancing detection system based on YOLOv4-tiny and bird-eye view for COVID-19 S Saponara, A Elhanashi, Q Zheng Journal of Real-Time Image Processing 19 (3), 551-563, 2022 | 38 | 2022 |
| A real-time constellation image classification method of wireless communication signals based on the lightweight network MobileViT Q Zheng, S Saponara, X Tian, Z Yu, A Elhanashi, R Yu Cognitive Neurodynamics 18 (2), 659-671, 2024 | 37 | 2024 |
| Integration of deep learning into the iot: A survey of techniques and challenges for real-world applications A Elhanashi, P Dini, S Saponara, Q Zheng Electronics 12 (24), 4925, 2023 | 26 | 2023 |
| Recreating fingerprint images by convolutional neural network autoencoder architecture S Saponara, A Elhanashi, Q Zheng IEEE Access 9, 147888-147899, 2021 | 26 | 2021 |
| Application of complete ensemble empirical mode decomposition based multi-stream informer (CEEMD-MsI) in PM2. 5 concentration long-term prediction Q Zheng, X Tian, Z Yu, B Jin, N Jiang, Y Ding, M Yang, A Elhanashi, ... Expert Systems with Applications 245, 123008, 2024 | 25 | 2024 |
| Machine learning techniques for anomaly-based detection system on CSE-CIC-IDS2018 dataset A Elhanashi, K Gasmi, A Begni, P Dini, Q Zheng, S Saponara International Conference on Applications in Electronics Pervading Industry …, 2022 | 25 | 2022 |
| An integrated and real-time social distancing, mask detection, and facial temperature video measurement system for pandemic monitoring A Elhanashi, S Saponara, P Dini, Q Zheng, D Morita, B Raytchev Journal of Real-Time Image Processing 20 (5), 95, 2023 | 23 | 2023 |
| Classification and localization of multi-type abnormalities on chest X-Rays images A Elhanashi, S Saponara, Q Zheng IEEE Access, 2023 | 18 | 2023 |
| Reconstruct fingerprint images using deep learning and sparse autoencoder algorithms S Saponara, A Elhanashi, A Gagliardi Real-Time Image Processing and Deep Learning 2021 11736, 9-18, 2021 | 18 | 2021 |
| Exploiting R-CNN for video smoke/fire sensing in antifire surveillance indoor and outdoor systems for smart cities S Saponara, A Elhanashi, A Gagliardi 2020 IEEE International Conference on Smart Computing (SMARTCOMP), 392-397, 2020 | 18 | 2020 |
| Deep learning techniques to identify and classify COVID-19 abnormalities on chest x-ray images A Elhanashi, D Lowe, S Saponara, Y Moshfeghi Real-Time Image Processing and Deep Learning 2022 12102, 15-24, 2022 | 16 | 2022 |
Sergio Saponara. Full ProfessorDepartment of Information Engineering, University of PisaVerified email at iet.unipi.it