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2020 – today
- 2024
[j7]Pingfan Song
, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti:
Model-Based Explainable Deep Learning for Light-Field Microscopy Imaging. IEEE Trans. Image Process. 33: 3059-3074 (2024)- 2023
- [c12]Juyeon Heo, Pingfan Song, Weiyang Liu, Adrian Weller:
Physics-Based Decoding Improves Magnetic Resonance Fingerprinting. MICCAI (2) 2023: 446-456 - 2022
- [j6]Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti:
Light-Field Microscopy for the Optical Imaging of Neuronal Activity: When model-based methods meet data-driven approaches. IEEE Signal Process. Mag. 39(2): 58-72 (2022) - [j5]Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti:
Shift-Invariant-Subspace Discretization and Volume Reconstruction for Light Field Microscopy. IEEE Trans. Computational Imaging 8: 286-301 (2022) - [d1]Pingfan Song:
Light-field microscopy data. IEEE DataPort, 2022
- 2021
- [c11]Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti:
Model-Inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization. ICASSP 2021: 8087-8091 - [c10]Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti:
Deep Learning For Light Field Microscopy Using Physics-Based Models. ISBI 2021: 1091-1094 - [i7]Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti:
Model-inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization. CoRR abs/2103.06164 (2021) - [i6]Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti:
Light-Field Microscopy for optical imaging of neuronal activity: when model-based methods meet data-driven approaches. CoRR abs/2110.13142 (2021) - 2020
- [j4]Pingfan Song, Xin Deng, João F. C. Mota, Nikos Deligiannis, Pier Luigi Dragotti, Miguel R. D. Rodrigues:
Multimodal Image Super-Resolution via Joint Sparse Representations Induced by Coupled Dictionaries. IEEE Trans. Computational Imaging 6: 57-72 (2020) - [j3]Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti:
3D Localization for Light-Field Microscopy via Convolutional Sparse Coding on Epipolar Images. IEEE Trans. Computational Imaging 6: 1017-1032 (2020) - [j2]Xin Deng, Pingfan Song, Miguel R. D. Rodrigues, Pier Luigi Dragotti:
RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning. IEEE Trans. Circuits Syst. Video Technol. 30(8): 2447-2462 (2020) - [j1]Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues:
Coupled Dictionary Learning for Multi-Contrast MRI Reconstruction. IEEE Trans. Medical Imaging 39(3): 621-633 (2020) - [c9]Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti:
Volume Reconstruction for Light Field Microscopy. ICASSP 2020: 1459-1463
2010 – 2019
- 2019
- [c8]Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel R. D. Rodrigues:
Magnetic Resonance Fingerprinting Using a Residual Convolutional Neural Network. ICASSP 2019: 1040-1044 - [i5]Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel R. D. Rodrigues:
HYDRA: Hybrid Deep Magnetic Resonance Fingerprinting. CoRR abs/1902.02882 (2019) - 2018
- [c7]Pingfan Song, Miguel R. D. Rodrigues:
Multimodal Image Denoising Based on Coupled Dictionary Learning. ICIP 2018: 515-519 - [c6]Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues:
Coupled Dictionary Learning for Multi-Contrast MRI Reconstruction. ICIP 2018: 2880-2884 - [c5]Pingfan Song, Miguel R. D. Rodrigues:
Multi-Modal Image Processing Based on Coupled Dictionary Learning. SPAWC 2018: 1-5 - [i4]Pingfan Song, Miguel R. D. Rodrigues:
Multi-modal Image Processing based on Coupled Dictionary Learning. CoRR abs/1806.09882 (2018) - [i3]Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues:
Coupled Dictionary Learning for Multi-contrast MRI Reconstruction. CoRR abs/1806.09930 (2018) - [i2]Pingfan Song, Miguel R. D. Rodrigues:
Multimodal Image Denoising based on Coupled Dictionary Learning. CoRR abs/1806.10678 (2018) - 2017
- [i1]Pingfan Song, Xin Deng, João F. C. Mota, Nikos Deligiannis, Pier Luigi Dragotti, Miguel R. D. Rodrigues:
Multimodal Image Super-Resolution via Joint Sparse Representations induced by Coupled Dictionaries. CoRR abs/1709.08680 (2017) - 2016
- [c4]Pingfan Song, João F. C. Mota, Nikos Deligiannis, Miguel R. D. Rodrigues:
Coupled dictionary learning for multimodal image super-resolution. GlobalSIP 2016: 162-166 - [c3]Pingfan Song, João F. C. Mota, Nikos Deligiannis, Miguel Raul Dias Rodrigues:
Measurement matrix design for compressive sensing with side information at the encoder. SSP 2016: 1-5 - 2014
- [c2]Ning Fu, Pingfan Song, Peizhuo Liu, Jingchao Zhang, Xiyuan Peng, Gang Wang:
Boost the efficiency of spectrum sensing using synchronized random demodulation. DSP 2014: 525-530 - 2013
- [c1]Ning Fu, Pingfan Song, Jingchao Zhang, Ying Liu, Gang Wang:
A random demodulation hardware system with automatic synchronization function. I2MTC 2013: 1554-1558
Coauthor Index
aka: Miguel Raul Dias Rodrigues
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