Pingfan Song

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 24

Top Topics

Image Super Resolution

Magnetic Resonance

Dictionary Learning

Top Venues

IEEE Trans. Computational Imaging

Publications

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 (2024)
Juyeon Heo, Pingfan Song, Weiyang Liu, Adrian Weller
Physics-Based Decoding Improves Magnetic Resonance Fingerprinting. MICCAI (2) (2023)
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 (2022)
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) (2022)
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)
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)
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 (2021)
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 (2021)
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) (2020)
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 (2020)
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) (2020)
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 (2020)
Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti
Volume Reconstruction for Light Field Microscopy. ICASSP (2020)
Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel R. D. Rodrigues
Magnetic Resonance Fingerprinting Using a Residual Convolutional Neural Network. ICASSP (2019)
Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel R. D. Rodrigues
HYDRA: Hybrid Deep Magnetic Resonance Fingerprinting. CoRR (2019)
Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues
Coupled Dictionary Learning for Multi-contrast MRI Reconstruction. CoRR (2018)
Pingfan Song, Miguel R. D. Rodrigues
Multimodal Image Denoising based on Coupled Dictionary Learning. CoRR (2018)
Pingfan Song, Miguel R. D. Rodrigues
Multi-Modal Image Processing Based on Coupled Dictionary Learning. SPAWC (2018)
Pingfan Song, Miguel R. D. Rodrigues
Multimodal Image Denoising Based on Coupled Dictionary Learning. ICIP (2018)
Pingfan Song, Miguel R. D. Rodrigues
Multi-modal Image Processing based on Coupled Dictionary Learning. CoRR (2018)
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)
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 (2017)
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)
Pingfan Song, João F. C. Mota, Nikos Deligiannis, Miguel R. D. Rodrigues
Coupled dictionary learning for multimodal image super-resolution. GlobalSIP (2016)
Ning Fu, Pingfan Song, Peizhuo Liu, Jingchao Zhang, Xiyuan Peng, Gang Wang
Boost the efficiency of spectrum sensing using synchronized random demodulation. DSP (2014)
Ning Fu, Pingfan Song, Jingchao Zhang, Ying Liu, Gang Wang
A random demodulation hardware system with automatic synchronization function. I2MTC (2013)