Smart feature extraction and classification of hyperspectral images based on convolutional neural networks M Hamouda, KS Ettabaa, MS Bouhlel IET Image Processing 14 (10), 1999-2005, 2020 | 23 | 2020 |
Hyperspectral imaging classification based on convolutional neural networks by adaptive sizes of windows and filters M Hamouda, KS Ettabaa, MS Bouhlel IET Image Processing, 2018 | 13 | 2018 |
Modified convolutional neural networks architecture for hyperspectral image classification (extra‐convolutional neural networks) M Hamouda, MS Bouhlel IET Image Processing, 2021 | 11 | 2021 |
Modified convolutional neural network based on adaptive patch extraction for hyperspectral image classification M Hamouda, KS Ettabaa, MS Bouhlel 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-7, 2018 | 10 | 2018 |
Framework for automatic selection of kernels based on convolutional neural networks and ckmeans clustering algorithm M Hamouda, KS Ettabaa, MS Bouhlel International Journal of Image and Graphics 19 (04), 1950019, 2019 | 9 | 2019 |
Dual convolutional neural networks for hyperspectral satellite images classification (DCNN-HSI) M Hamouda, MS Bouhlel Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020 | 8 | 2020 |
Adaptive batch extraction for hyperspectral image classification based on convolutional neural network M Hamouda, K Saheb Ettabaa, MS Bouhlel Image and Signal Processing: 8th International Conference, ICISP 2018 …, 2018 | 8 | 2018 |
Hybrid neural network for hyperspectral satellite image classification (HNN) M Hamouda, MS Bouhlel International Conference on Intelligent Systems Design and Applications, 567-575, 2021 | 1 | 2021 |
Virtual Reconstruction of Adaptive Spectral and Spatial Features Based on CNN for HSI Classification M Hamouda, MS bouhlel International Conference on Intelligent Systems Design and Applications, 152-160, 2022 | | 2022 |
Virtual Spectral Feature Reconstruction and Adaptive Spatial Feature Extraction Based on Convolutional Neural Networks to Classify Hyperspectral Images (Vsfr-Asfe-Cnn) M HAMOUDA, MS Bouhlel Available at SSRN 4167474, 0 | | |
Deep Reduction Feature Learning with Extra Convolutional Training for Semi-Supervised Classification of Hyperspectral Image (Drfl-Ect) M HAMOUDA, MS Bouhlel Available at SSRN 4161318, 0 | | |