Fast edge-preserving image denoising via group coordinate descent on the GPU

MG McGaffin, JA Fessler - Computational Imaging XII, 2014 - spiedigitallibrary.org
We present group coordinate descent algorithms for edge-preserving image denoising that
are particularly well-suited to the graphics processing unit (GPU). The algorithms decouple …

X-ray CT Image Reconstruction on Highly-Parallel Architectures.

MG McGaffin - 2015 - deepblue.lib.umich.edu
Model-based image reconstruction (MBIR) methods for X-ray CT use accurate models of the
CT acquisition process, the statistics of the noisy measurements, and noise-reducing …

Accelerated optimization algorithms for statistical 3D x-ray computed tomography image reconstruction

D Kim - 2014 - search.proquest.com
X-ray computed tomography (CT) has been widely celebrated for its ability to visualize the
anatomical information of patients, but has been criticized for high radiation exposure …

[PDF][PDF] Accelerating image recovery using variable splitting methods

AA OSA - 2013 - eecs.umich.edu
Accelerating image recovery using variable splitting methods Page 1 1 Accelerating image
recovery using variable splitting methods Jeffrey A. Fessler EECS Dept., BME Dept., Dept. of …

[PDF][PDF] Accelerated optimization methods for large-scale medical image reconstruction

JA Fessler - 2013 - irit.fr
Accelerated optimization methods for large-scale medical image reconstruction Page 1 1
Accelerated optimization methods for large-scale medical image reconstruction Jeffrey A …

[PDF][PDF] Accelerating image reconstruction using variable splitting methods

JA Fessler, U Seminar - 2013 - eecs.umich.edu
Accelerating image reconstruction using variable splitting methods Page 1 1 Accelerating
image reconstruction using variable splitting methods Jeffrey A. Fessler EECS Dept., BME …