1 code implementation • 8 Jan 2018 • Zichen Zhang, Min Tang, Dana Cobzas, Dornoosh Zonoobi, Martin Jagersand, Jacob L. Jaremko
We propose an end-to-end neural network that improves the segmentation accuracy of fully convolutional networks by incorporating a localization unit.
no code implementations • 23 Nov 2014 • 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.
no code implementations • 25 Aug 2014 • 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.