Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

Compressive sensing in medical imaging

Not Accessible

Your library or personal account may give you access

Abstract

The promise of compressive sensing, exploitation of compressibility to achieve high quality image reconstructions with less data, has attracted a great deal of attention in the medical imaging community. At the Compressed Sensing Incubator meeting held in April 2014 at OSA Headquarters in Washington, DC, presentations were given summarizing some of the research efforts ongoing in compressive sensing for x-ray computed tomography and magnetic resonance imaging systems. This article provides an expanded version of these presentations. Sparsity-exploiting reconstruction algorithms that have gained popularity in the medical imaging community are studied, and examples of clinical applications that could benefit from compressive sensing ideas are provided. The current and potential future impact of compressive sensing on the medical imaging field is discussed.

© 2015 Optical Society of America

Full Article  |  PDF Article
More Like This
Compressive sensing for direct millimeter-wave holographic imaging

Lingbo Qiao, Yingxin Wang, Zongjun Shen, Ziran Zhao, and Zhiqiang Chen
Appl. Opt. 54(11) 3280-3289 (2015)

Compressive Sensing Focus Issue: introduction

Joseph N. Mait, Abhijit Mahalanobis, Mark A. Neifeld, and Ravindra A. Athale
Appl. Opt. 54(8) CS1-CS3 (2015)

High dynamic range coherent imaging using compressed sensing

Kuan He, Manoj Kumar Sharma, and Oliver Cossairt
Opt. Express 23(24) 30904-30916 (2015)

Cited By

You do not have subscription access to this journal. Cited by links are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Figures (7)

You do not have subscription access to this journal. Figure files are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Tables (1)

You do not have subscription access to this journal. Article tables are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Equations (28)

You do not have subscription access to this journal. Equations are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All Rights Reserved