User profiles for Pingfan Song

Pingfan Song

University of Cambridge
Verified email at cam.ac.uk
Cited by 324

Multimodal image super-resolution via joint sparse representations induced by coupled dictionaries

P Song, X Deng, JFC Mota… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Real-world data processing problems often involve various image modalities associated with
a certain scene, including RGB images, infrared images, or multispectral images. The fact …

China's urban air quality evaluation with streaming data: A DEA window analysis

Z Zhou, Y Chen, P Song, T Ding - Science of the total environment, 2020 - Elsevier
After the promotion of urbanization in the past decades, air pollution has become one of the
bottlenecks of China's urban development. Kinds of real-time air pollution indicators are …

Coupled dictionary learning for multi-contrast MRI reconstruction

P Song, L Weizman, JFC Mota, YC Eldar… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Magnetic resonance (MR) imaging tasks often involve multiple contrasts, such as T1-weighted,
T2-weighted and fluid-attenuated inversion recovery (FLAIR) data. These contrasts …

Measuring the resource and environmental efficiency of industrial water consumption in China: A non-radial directional distance function

Z Zhou, H Wu, P Song - Journal of Cleaner Production, 2019 - Elsevier
With the rapid economic growth and water consumption, the study on measuring the
environmental efficiency of water use and wastewater emission has attracted increasing attention. …

HYDRA: Hybrid deep magnetic resonance fingerprinting

P Song, YC Eldar, G Mazor, MRD Rodrigues - Medical physics, 2019 - Wiley Online Library
Purpose Magnetic resonance fingerprinting (MRF) methods typically rely on dictionary
matching to map the temporal MRF signals to quantitative tissue parameters. Such approaches …

Subcellular resolution three-dimensional light-field imaging with genetically encoded voltage indicators

…, CL Howe, P Song, HV Jadan, C Song… - …, 2020 - spiedigitallibrary.org
Significance: Light-field microscopy (LFM) enables high signal-to-noise ratio (SNR) and
light efficient volume imaging at fast frame rates. Voltage imaging with genetically encoded …

[HTML][HTML] Performance analysis of peer-to-peer online lending platforms in China

P Song, Y Chen, Z Zhou, H Wu - Sustainability, 2018 - mdpi.com
In this paper we intend to check the performance of Peer-to-Peer online lending platforms in
China. Different from commercial banks, Peer-to-Peer (P2P) platforms’ business process is …

3D localization for light-field microscopy via convolutional sparse coding on epipolar images

P Song, HV Jadan, CL Howe, P Quicke… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Light-field microscopy (LFM) is a type of all-optical imaging system that is able to capture 4D
geometric information of light rays and can reconstruct a 3D model from a single snapshot. …

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… - IEEE signal …, 2022 - ieeexplore.ieee.org
Understanding how networks of neurons process information is one of the key challenges in
modern neuroscience. A necessary step to achieving this goal is to be able to observe the …

RADAR: Robust algorithm for depth image super resolution based on FRI theory and multimodal dictionary learning

X Deng, P Song, MRD Rodrigues… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Depth image super-resolution is a challenging problem, since normally high upscaling
factors are required (eg, 16×), and depth images are often noisy. In order to achieve large …