| Pre-trained VGGNet architecture for remote-sensing image scene classification U Muhammad, W Wang, SP Chattha, S Ali 2018 24th International Conference on Pattern Recognition (ICPR), 1622-1627, 2018 | 115 | 2018 |
| SAM: Self-augmentation mechanism for COVID-19 detection using chest X-ray images U Muhammad, MZ Hoque, M Oussalah, A Keskinarkaus, T Seppänen, ... Knowledge-Based Systems 241, 108207, 2022 | 49 | 2022 |
| An effective explainable food recommendation using deep image clustering and community detection M Rostami, U Muhammad, S Forouzandeh, K Berahmand, V Farrahi, ... Intelligent Systems with Applications 16, 200157, 2022 | 41 | 2022 |
| Self-supervised 2d face presentation attack detection via temporal sequence sampling U Muhammad, Z Yu, J Komulainen Pattern Recognition Letters 156, 15-22, 2022 | 37 | 2022 |
| Face anti-spoofing via sample learning based recurrent neural network (RNN) U Muhammad, T Holmberg, W Carneiro de Melo, A Hadid The British Machine Vision Conference 2019 (BMVC) 9th-12th September 2019 …, 2019 | 27 | 2019 |
| Face anti-spoofing using hybrid residual learning framework U Muhammad, A Hadid 2019 International Conference on Biometrics (ICB), 1-7, 2019 | 21 | 2019 |
| A Deep learning based data augmentation method to improve COVID-19 detection from medical imaging DR Beddiar, M Oussalah, U Muhammad, T Seppänen Knowledge-Based Systems 280, 110985, 2023 | 15 | 2023 |
| Patch-based discriminative learning for remote sensing scene classification U Muhammad, MZ Hoque, W Wang, M Oussalah Remote Sensing 14 (23), 5913, 2022 | 10 | 2022 |
| Feature fusion with deep supervision for remote-sensing image scene classification U Muhammad, W Wang, A Hadid 2018 IEEE 30th international conference on tools with artificial …, 2018 | 10 | 2018 |
| AccNet24: A deep learning framework for classifying 24-hour activity behaviours from wrist-worn accelerometer data under free-living environments V Farrahi, U Muhammad, M Rostami, M Oussalah International Journal of Medical Informatics 172, 105004, 2023 | 9 | 2023 |
| Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection U Muhammad, J Laaksonen, DR Beddiar, M Oussalah International Journal of Computer Vision, 2024 | 8 | 2024 |
| Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets U Muhammad, M Oussalah 17th IEEE International Conference on Automatic Face and Gesture Recognition …, 2023 | 8 | 2023 |
| Bag of words KAZE (BoWK) with two‐step classification for high‐resolution remote sensing images U Muhammad, W Wang, A Hadid, S Pervez IET Computer Vision 13 (4), 395-403, 2019 | 7 | 2019 |
| An adaptive spatio-temporal global sampling for presentation attack detection U Muhammad, J Zhang, L Liu, M Oussalah IEEE Transactions on Circuits and Systems II: Express Briefs, 2022 | 6 | 2022 |
| Deep Ensemble Learning with Frame Skipping for Face Anti-Spoofing U Muhammad, MZ Hoque, M Oussalah, J Laaksonen 2023 Twelfth International Conference on Image Processing Theory, Tools and …, 2023 | 5 | 2023 |
| Face anti‐spoofing from the perspective of data sampling U Muhammad, M Oussalah Electronics Letters 59 (1), e12692, 2023 | 5 | 2023 |
| Saliency-based video summarization for face anti-spoofing U Muhammad, M Oussalah, J Laaksonen Pattern Recognition Letters, 2024 | 4 | 2024 |
| A Comparison of Hyperspectral Super-Resolution Techniques for Boreal Forest Imagery Y Chudasama, U Muhammad, V Mayra, F Guiotte, J Laaksonen IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | | 2024 |
| Semi-Supervised learning for Face Anti-Spoofing using Apex frame U Muhammad, M Oussalah, J Laaksonen arXiv preprint arXiv:2309.04958, 2023 | | 2023 |
