| Exploiting deep learning in limited-fronthaul cell-free massive MIMO uplink M Bashar, A Akbari, K Cumanan, HQ Ngo, AG Burr, P Xiao, M Debbah, ... IEEE Journal on Selected Areas in Communications 38 (8), 1678-1697, 2020 | 88 | 2020 |
| An efficient voice pathology classification scheme based on applying multi-layer linear discriminant analysis to wavelet packet-based features A Akbari, MK Arjmandi Biomedical Signal Processing and Control 10, 209-223, 2014 | 59 | 2014 |
| How does loss function affect generalization performance of deep learning? Application to human age estimation A Akbari, M Awais, M Bashar, J Kittler International Conference on Machine Learning, 141-151, 2021 | 44 | 2021 |
| Resolution invariant face recognition using a distillation approach SS Khalid, M Awais, ZH Feng, CH Chan, A Farooq, A Akbari, J Kittler IEEE Transactions on Biometrics, Behavior, and Identity Science 2 (4), 410-420, 2020 | 34 | 2020 |
| Sparse recovery-based error concealment A Akbari, M Trocan, B Granado IEEE Transactions on Multimedia 19 (6), 1339-1350, 2017 | 34 | 2017 |
| Distribution cognisant loss for cross-database facial age estimation with sensitivity analysis A Akbari, M Awais, ZH Feng, A Farooq, J Kittler IEEE transactions on pattern analysis and machine intelligence 44 (4), 1869-1887, 2020 | 32 | 2020 |
| Compressive imaging using RIP-compliant CMOS imager architecture and Landweber reconstruction M Trevisi, A Akbari, M Trocan, Á Rodríguez-Vázquez, R Carmona-Galán IEEE Transactions on Circuits and Systems for Video Technology 30 (2), 387-399, 2019 | 28 | 2019 |
| Adaptive saliency-based compressive sensing image reconstruction A Akbari, D Mandache, M Trocan, B Granado 2016 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 1-6, 2016 | 28 | 2016 |
| Employing linear prediction residual signal of wavelet sub-bands in automatic detection of laryngeal pathology A Akbari, MK Arjmandi Biomedical Signal Processing and Control 18, 293-302, 2015 | 27 | 2015 |
| A stacking ensemble for anomaly based client-specific face spoofing detection S Fatemifar, M Awais, A Akbari, J Kittler 2020 IEEE International Conference on Image Processing (ICIP), 1371-1375, 2020 | 26 | 2020 |
| Deep learning-aided finite-capacity fronthaul cell-free massive MIMO with zero forcing M Bashar, A Akbari, K Cumanan, HQ Ngo, AG Burr, P Xiao, M Debbah ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020 | 25 | 2020 |
| A novel ground metric for optimal transport-based chronological age estimation A Akbari, M Awais, S Fatemifar, SS Khalid, J Kittler IEEE Transactions on Cybernetics 52 (10), 9986-9999, 2021 | 24 | 2021 |
| Developing a generic framework for anomaly detection S Fatemifar, M Awais, A Akbari, J Kittler Pattern Recognition 124, 108500, 2022 | 23 | 2022 |
| Joint sparse learning with nonlocal and local image priors for image error concealment A Akbari, M Trocan, S Sanei, B Granado IEEE Transactions on Circuits and Systems for Video Technology 30 (8), 2559-2574, 2019 | 23 | 2019 |
| Face spoofing detection ensemble via multistage optimisation and pruning S Fatemifar, S Asadi, M Awais, A Akbari, J Kittler Pattern recognition letters 158, 1-8, 2022 | 18 | 2022 |
| Joint-domain dictionary learning-based error concealment using common space mapping A Akbari, M Trocan, B Granado 2017 22nd International Conference on Digital Signal Processing (DSP), 1-5, 2017 | 17 | 2017 |
| A flatter loss for bias mitigation in cross-dataset facial age estimation A Akbari, M Awais, Z Feng, A Farooq, J Kittler 2020 25th International Conference on Pattern Recognition (ICPR), 10629-10635, 2021 | 14 | 2021 |
| Robust image reconstruction for block-based compressed sensing using a binary measurement matrix A Akbari, M Trocan 2018 25th IEEE International Conference on Image Processing (ICIP), 1832-1836, 2018 | 14 | 2018 |
| Image error concealment using sparse representations over a trained dictionary A Akbari, M Trocan, B Granado 2016 Picture Coding Symposium (PCS), 1-5, 2016 | 14 | 2016 |
| Image compression using adaptive sparse representations over trained dictionaries A Akbari, M Trocan, B Granado 2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP …, 2016 | 13 | 2016 |
Josef KittlerUniversity of SurreyGeverifieerd e-mailadres voor surrey.ac.uk