| Improvement of generalization ability of deep CNN via implicit regularization in two-stage training process Q Zheng, M Yang, J Yang, Q Zhang, X Zhang IEEE Access 6, 15844-15869, 2018 | 289 | 2018 |
| A Full Stage Data Augmentation Method in Deep Convolutional Neural Network for Natural Image Classification Q Zheng, M Yang, X Tian, N Jiang, D Wang Discrete Dynamics in Nature and Society 2020, 1-11, 2020 | 219 | 2020 |
| Spectrum interference-based two-level data augmentation method in deep learning for automatic modulation classification Q Zheng, P Zhao, Y Li, H Wang, Y Yang Neural Computing and Applications 33 (13), 7723-7745, 2021 | 212 | 2021 |
| MR‐DCAE: Manifold regularization‐based deep convolutional autoencoder for unauthorized broadcasting identification Q Zheng, P Zhao, D Zhang, H Wang International Journal of Intelligent Systems 36 (12), 7204-7238, 2021 | 158 | 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 |
| PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning Q Zheng, X Tian, M Yang, Y Wu, H Su Multidimensional Systems and Signal Processing 31 (3), 793-827, 2020 | 105 | 2020 |
| A triple-thresholds pavement crack detection method leveraging random structured forest C Peng, M Yang, Q Zheng, J Zhang, D Wang, R Yan, J Wang, B Li Construction and Building Materials 263, 120080, 2020 | 79 | 2020 |
| Layer-wise learning based stochastic gradient descent method for the optimization of deep convolutional neural network Q Zheng, X Tian, N Jiang, M Yang Journal of Intelligent & Fuzzy Systems 37 (4), 5641-5654, 2019 | 78 | 2019 |
| 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 |
| 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 | 72 | 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 | 48 | 2023 |
| A method for static hand gesture recognition based on non-negative matrix factorization and compressive sensing H Zhuang, M Yang, Z Cui, Q Zheng IAENG International Journal of Computer Science 44 (1), 52-59, 2017 | 46 | 2017 |
| Differential Learning: A Powerful Tool for Interactive Content-Based Image Retrieval. Q Zheng, X Tian, M Yang, H Wang Engineering Letters 27 (1), 202-215, 2019 | 41 | 2019 |
| 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 | 39 | 2022 |
| 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 |
| 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 |
| Segmentation of hand posture against complex backgrounds based on saliency and skin colour detection Q Zhang, M Yang, K Kpalma, Q Zheng, X Zhang IAENG International Journal of Computer Science 45 (3), 435-444, 2018 | 35 | 2018 |
| Rethinking the Role of Activation Functions in Deep Convolutional Neural Networks for Image Classification. Q Zheng, M Yang, X Tian, X Wang, D Wang Engineering Letters 28 (1), 80-92, 2020 | 34 | 2020 |
| Dynamic Hand Gesture Recognition Using Multi-direction 3D Convolutional Neural Networks. J Li, M Yang, Y Liu, Y Wang, Q Zheng, D Wang Engineering Letters 27 (3), 490-500, 2019 | 34 | 2019 |
Sergio Saponara. Full ProfessorDepartment of Information Engineering, University of PisaE-mailová adresa ověřena na: iet.unipi.it
