Search Results for author: Dornoosh Zonoobi

Found 3 papers, 1 papers with code

End-to-end detection-segmentation network with ROI convolution

1 code implementation8 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.

Object Localization Segmentation

Low-Rank and Sparse Matrix Decomposition with a-priori knowledge for Dynamic 3D MRI reconstruction

no code implementations23 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.

Compressive Sensing MRI Reconstruction

Dependent Nonparametric Bayesian Group Dictionary Learning for online reconstruction of Dynamic MR images

no code implementations25 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.

Dictionary Learning

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