Pingfan Song

According to our database, Pingfan Song authored at least 20 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Model-Based Explainable Deep Learning for Light-Field Microscopy Imaging.

Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti

IEEE Trans. Image Process., 2024

2023

Physics-Based Decoding Improves Magnetic Resonance Fingerprinting.

Juyeon Heo, Pingfan Song, Weiyang Liu, Adrian Weller

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Light-field microscopy data.

Pingfan Song

Dataset, May, 2022

Shift-Invariant-Subspace Discretization and Volume Reconstruction for Light Field Microscopy.

Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti

IEEE Trans. Computational Imaging, 2022

Light-Field Microscopy for the Optical Imaging of Neuronal Activity: When model-based methods meet data-driven approaches.

Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti

IEEE Signal Process. Mag., 2022

2021

Deep Learning For Light Field Microscopy Using Physics-Based Models.

Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Model-Inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization.

Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Coupled Dictionary Learning for Multi-Contrast MRI Reconstruction.

Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues

IEEE Trans. Medical Imaging, 2020

RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning.

Xin Deng, Pingfan Song, Miguel R. D. Rodrigues, Pier Luigi Dragotti

IEEE Trans. Circuits Syst. Video Technol., 2020

3D Localization for Light-Field Microscopy via Convolutional Sparse Coding on Epipolar Images.

Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti

IEEE Trans. Computational Imaging, 2020

Multimodal Image Super-Resolution via Joint Sparse Representations Induced by Coupled Dictionaries.

Pingfan Song, Xin Deng, João F. C. Mota, Nikos Deligiannis, Pier Luigi Dragotti, Miguel R. D. Rodrigues

IEEE Trans. Computational Imaging, 2020

Volume Reconstruction for Light Field Microscopy.

Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

HYDRA: Hybrid Deep Magnetic Resonance Fingerprinting.

Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel R. D. Rodrigues

CoRR, 2019

Magnetic Resonance Fingerprinting Using a Residual Convolutional Neural Network.

Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel R. D. Rodrigues

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Multi-Modal Image Processing Based on Coupled Dictionary Learning.

Pingfan Song, Miguel R. D. Rodrigues

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Multimodal Image Denoising Based on Coupled Dictionary Learning.

Pingfan Song, Miguel R. D. Rodrigues

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2016

Measurement matrix design for compressive sensing with side information at the encoder.

Pingfan Song, João F. C. Mota, Nikos Deligiannis, Miguel Raul Dias Rodrigues

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Coupled dictionary learning for multimodal image super-resolution.

Pingfan Song, João F. C. Mota, Nikos Deligiannis, Miguel R. D. Rodrigues

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2014

Boost the efficiency of spectrum sensing using synchronized random demodulation.

Ning Fu, Pingfan Song, Peizhuo Liu, Jingchao Zhang, Xiyuan Peng, Gang Wang

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

2013

A random demodulation hardware system with automatic synchronization function.

Ning Fu, Pingfan Song, Jingchao Zhang, Ying Liu, Gang Wang

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013