3 citations · 3 across the 1 of their papers we have counts for
5 papers
Model-inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization
Pingfan Song, Herman Verinaz Jadan, Carmel L. Howe +3
Light-field microscopes are able to capture spatial and angular information of incident light rays. This allows reconstructing 3D locations of neurons from a single snap-shot.In th…
HYDRA: Hybrid Deep Magnetic Resonance Fingerprinting
Pingfan Song, Yonina C. Eldar, Gal Mazor +1
Purpose: Magnetic resonance fingerprinting (MRF) methods typically rely on dictio-nary matching to map the temporal MRF signals to quantitative tissue parameters. Such approaches s…
Multimodal Image Denoising based on Coupled Dictionary Learning
Pingfan Song, Miguel R. D. Rodrigues
In this paper, we propose a new multimodal image denoising approach to attenuate white Gaussian additive noise in a given image modality under the aid of a guidance image modality.…
Coupled Dictionary Learning for Multi-contrast MRI Reconstruction
Pingfan Song, Lior Weizman, Joao F. C. Mota +2
Medical imaging tasks often involve multiple contrasts, such as T1- and T2-weighted magnetic resonance imaging (MRI) data. These contrasts capture information associated with the s…
Multi-modal Image Processing based on Coupled Dictionary Learning
Pingfan Song, Miguel R. D. Rodrigues
In real-world scenarios, many data processing problems often involve heterogeneous images associated with different imaging modalities. Since these multimodal images originate from…