17 citations · 21 across the 3 of their papers we have counts for
3 papers
Half-CNN: A General Framework for Whole-Image Regression
Jun Yuan, Bingbing Ni, Ashraf A. Kassim
The Convolutional Neural Network (CNN) has achieved great success in image classification. The classification model can also be utilized at image or patch level for many other appl…
Low-Rank and Sparse Matrix Decomposition with a-priori knowledge for Dynamic 3D MRI reconstruction
Dornoosh Zonoobi, Shahrooz Faghih Roohi, Ashraf A. Kassim
It has been recently shown that incorporating priori knowledge significantly improves the performance of basic compressive sensing based approaches. We have managed to successfully…
Dependent Nonparametric Bayesian Group Dictionary Learning for online reconstruction of Dynamic MR images
Dornoosh Zonoobi, Shahrooz Faghih Roohi, Ashraf A. Kassim
In this paper, we introduce a dictionary learning based approach applied to the problem of real-time reconstruction of MR image sequences that are highly undersampled in k-space. U…