Joint sparse recovery in inverse scattering

Okkyun Lee; Jong Chul Ye

doi:10.1117/12.2188764

Joint sparse recovery in inverse scattering

Okkyun Lee, Jong Chul Ye

Department of Robotics and Mechatronics Engineering

Korea Advanced Institute of Science and Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In this paper, we review joint sparse recovery based reconstruction approach for inverse scattering problems that can solve the nonlnear inverse scattering probleme without linearization or iterative Green's function update. The main idea is to exploit the common support conditions of anomalies during multiple illumination or current injections, after which unknown potential or field can be estimated using recursive integral equation relationship. Explicit derivation for electric impedance tomography and diffuse optical tomography are discussed.

Original language	English
Title of host publication	Image Reconstruction from Incomplete Data VIII
Editors	Philip J. Bones, Michael A. Fiddy, Michael A. Fiddy, Rick P. Millane, Philip J. Bones, Rick P. Millane
Publisher	SPIE
ISBN (Electronic)	9781628417661, 9781628417661
DOIs	https://doi.org/10.1117/12.2188764
State	Published - 2015
Event	Image Reconstruction from Incomplete Data VIII - San Diego, United States Duration: 11 Aug 2015 → 12 Aug 2015

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	9600
ISSN (Print)	0277-786X
ISSN (Electronic)	1996-756X

Conference

Conference	Image Reconstruction from Incomplete Data VIII
Country/Territory	United States
City	San Diego
Period	11/08/15 → 12/08/15

Bibliographical note

Publisher Copyright:
© 2015 SPIE.

Keywords

Inverse scattering
compressed sensing
diffuse optical tomography
electric impedance tomography
joint sparse recovery

Access to Document

10.1117/12.2188764

Cite this

@inproceedings{2f3ac46253574183b07efbbd5c132c4c,

title = "Joint sparse recovery in inverse scattering",

abstract = "In this paper, we review joint sparse recovery based reconstruction approach for inverse scattering problems that can solve the nonlnear inverse scattering probleme without linearization or iterative Green's function update. The main idea is to exploit the common support conditions of anomalies during multiple illumination or current injections, after which unknown potential or field can be estimated using recursive integral equation relationship. Explicit derivation for electric impedance tomography and diffuse optical tomography are discussed.",

keywords = "Inverse scattering, compressed sensing, diffuse optical tomography, electric impedance tomography, joint sparse recovery",

author = "Okkyun Lee and Ye, {Jong Chul}",

note = "Publisher Copyright: {\textcopyright} 2015 SPIE.; Image Reconstruction from Incomplete Data VIII ; Conference date: 11-08-2015 Through 12-08-2015",

year = "2015",

doi = "10.1117/12.2188764",

language = "English",

series = "Proceedings of SPIE - The International Society for Optical Engineering",

publisher = "SPIE",

editor = "Bones, {Philip J.} and Fiddy, {Michael A.} and Fiddy, {Michael A.} and Millane, {Rick P.} and Bones, {Philip J.} and Millane, {Rick P.}",

booktitle = "Image Reconstruction from Incomplete Data VIII",

}

Lee, O & Ye, JC 2015, Joint sparse recovery in inverse scattering. in PJ Bones, MA Fiddy, MA Fiddy, RP Millane, PJ Bones & RP Millane (eds), Image Reconstruction from Incomplete Data VIII., 96000C, Proceedings of SPIE - The International Society for Optical Engineering, vol. 9600, SPIE, Image Reconstruction from Incomplete Data VIII, San Diego, United States, 11/08/15. https://doi.org/10.1117/12.2188764

Joint sparse recovery in inverse scattering. / Lee, Okkyun; Ye, Jong Chul.
Image Reconstruction from Incomplete Data VIII. ed. / Philip J. Bones; Michael A. Fiddy; Michael A. Fiddy; Rick P. Millane; Philip J. Bones; Rick P. Millane. SPIE, 2015. 96000C (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 9600).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Joint sparse recovery in inverse scattering

AU - Lee, Okkyun

AU - Ye, Jong Chul

PY - 2015

Y1 - 2015

N2 - In this paper, we review joint sparse recovery based reconstruction approach for inverse scattering problems that can solve the nonlnear inverse scattering probleme without linearization or iterative Green's function update. The main idea is to exploit the common support conditions of anomalies during multiple illumination or current injections, after which unknown potential or field can be estimated using recursive integral equation relationship. Explicit derivation for electric impedance tomography and diffuse optical tomography are discussed.

AB - In this paper, we review joint sparse recovery based reconstruction approach for inverse scattering problems that can solve the nonlnear inverse scattering probleme without linearization or iterative Green's function update. The main idea is to exploit the common support conditions of anomalies during multiple illumination or current injections, after which unknown potential or field can be estimated using recursive integral equation relationship. Explicit derivation for electric impedance tomography and diffuse optical tomography are discussed.

KW - Inverse scattering

KW - compressed sensing

KW - diffuse optical tomography

KW - electric impedance tomography

KW - joint sparse recovery

UR - http://www.scopus.com/inward/record.url?scp=84952700555&partnerID=8YFLogxK

U2 - 10.1117/12.2188764

DO - 10.1117/12.2188764

M3 - Conference contribution

AN - SCOPUS:84952700555

T3 - Proceedings of SPIE - The International Society for Optical Engineering

BT - Image Reconstruction from Incomplete Data VIII

A2 - Bones, Philip J.

A2 - Fiddy, Michael A.

A2 - Millane, Rick P.

A2 - Bones, Philip J.

A2 - Millane, Rick P.

PB - SPIE

T2 - Image Reconstruction from Incomplete Data VIII

Y2 - 11 August 2015 through 12 August 2015

ER -

Joint sparse recovery in inverse scattering

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

Other files and links

Fingerprint

Cite this