| Coupled dictionary learning for multi-contrast MRI reconstruction P Song, L Weizman, JFC Mota, YC Eldar, MRD Rodrigues IEEE transactions on medical imaging 39 (3), 621-633, 2019 | 79 | 2019 |
| Multimodal image super-resolution via joint sparse representations induced by coupled dictionaries P Song, X Deng, JFC Mota, N Deligiannis, PL Dragotti, MRD Rodrigues IEEE Transactions on Computational Imaging 6, 57-72, 2019 | 75 | 2019 |
| HYDRA: Hybrid deep magnetic resonance fingerprinting P Song, YC Eldar, G Mazor, MRD Rodrigues Medical physics 46 (11), 4951-4969, 2019 | 41 | 2019 |
| Subcellular resolution three-dimensional light-field imaging with genetically encoded voltage indicators P Quicke, CL Howe, P Song, HV Jadan, C Song, T Knöpfel, M Neil, ... Neurophotonics 7 (3), 035006-035006, 2020 | 28 | 2020 |
| 3D Localization for Light-Field Microscopy via Convolutional Sparse Coding on Epipolar Images P. Song, H. Verinaz Jadan, C. L. Howe, P. Quicke, A. J. Foust and P. L. Dragotti IEEE Transactions on Computational Imaging, 2020 | 19* | 2020 |
| Magnetic resonance fingerprinting using a residual convolutional neural network P Song, YC Eldar, G Mazor, MRD Rodrigues ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 13 | 2019 |
| Measurement matrix design for compressive sensing with side information at the encoder P Song, JFC Mota, N Deligiannis, MRD Rodrigues 2016 IEEE statistical signal processing workshop (SSP), 1-5, 2016 | 13 | 2016 |
| RADAR: Robust algorithm for depth image super resolution based on FRI theory and multimodal dictionary learning X Deng, P Song, MRD Rodrigues, PL Dragotti IEEE Transactions on Circuits and Systems for Video Technology 30 (8), 2447-2462, 2019 | 12 | 2019 |
| Coupled dictionary learning for multimodal image super-resolution P Song, JFC Mota, N Deligiannis, MRD Rodrigues 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | 11 | 2016 |
| Light-field microscopy for the optical imaging of neuronal activity: When model-based methods meet data-driven approaches P Song, H Verinaz-Jadan, CL Howe, AJ Foust, PL Dragotti IEEE signal processing magazine 39 (2), 58-72, 2022 | 10 | 2022 |
| Model-inspired deep learning for light-field microscopy with application to neuron localization P Song, HV Jadan, CL Howe, P Quicke, AJ Foust, PL Dragotti ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 10 | 2021 |
| Volume reconstruction for light field microscopy H Verinaz-Jadan, P Song, CL Howe, AJ Foust, PL Dragotti ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 9 | 2020 |
| Deep learning for light field microscopy using physics-based models H Verinaz-Jadan, P Song, CL Howe, P Quicke, AJ Foust, PL Dragotti 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1091-1094, 2021 | 8 | 2021 |
| Multimodal image denoising based on coupled dictionary learning P Song, MRD Rodrigues 2018 25th IEEE international conference on image processing (ICIP), 515-519, 2018 | 8 | 2018 |
| A random demodulation hardware system with automatic synchronization function N Fu, P Song, J Zhang, Y Liu, G Wang 2013 IEEE International Instrumentation and Measurement Technology …, 2013 | 8 | 2013 |
| Shift-invariant-subspace discretization and volume reconstruction for light field microscopy H Verinaz-Jadan, P Song, CL Howe, AJ Foust, PL Dragotti IEEE Transactions on Computational Imaging 8, 286-301, 2022 | 7 | 2022 |
| Calculation of high numerical aperture lightfield microscope point spread functions P Quicke, CL Howe, P Song, HV Jadan, PL Dragotti, T Knopfel, AJ Foust, ... Computational Optical Sensing and Imaging, CW4A. 2, 2019 | 7 | 2019 |
| Physics-based deep learning for imaging neuronal activity via two-photon and light field microscopy H Verinaz-Jadan, CL Howe, P Song, F Lesept, J Kittler, AJ Foust, ... IEEE Transactions on Computational Imaging 9, 565-580, 2023 | 5 | 2023 |
| Comparing synthetic refocusing to deconvolution for the extraction of neuronal calcium transients from light fields CL Howe, P Quicke, P Song, H Verinaz-Jadan, PL Dragotti, AJ Foust Neurophotonics 9 (4), 041404-041404, 2022 | 4 | 2022 |
| Joint multicontrast MRI reconstruction L Weizman, JF De Castro Mota, P Song, YC Eldar, MRD Rodrigues Signal Processing with Adaptive Sparse Structured Representations (SPARS …, 2017 | 3 | 2017 |
Pier Luigi DragottiProfessor, Imperial College LondonVerified email at imperial.ac.uk
