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A hybrid adaptive phase space method for reflection traveltime tomography

Publication ,  Journal Article
Zhao, H; Zhong, Y
Published in: SIAM Journal on Imaging Sciences
January 1, 2019

We present a hybrid imaging method for a challenging traveltime tomography problem which includes both unknown medium and unknown scatterers in a bounded domain. The goal is to recover both the medium and the boundary of the scatterers from the scattering relation data on the domain boundary. Our method is composed of three steps: (1) preprocess the data to classify them into three different categories of measurements corresponding to nonbroken rays, broken-once rays, and others, respectively, (2) use the the nonbroken ray data and an effective data-driven layer stripping strategy---an optimization based iterative imaging method---to recover the medium velocity outside the convex hull of the scatterers, and (3) use selected broken-once ray data to recover the boundary of the scatterers---a direct imaging method. By numerical tests, we show that our hybrid method can recover both the unknown medium and the not-too-concave scatterers efficiently and robustly.

Duke Scholars

Published In

SIAM Journal on Imaging Sciences

DOI

EISSN

1936-4954

Publication Date

January 1, 2019

Volume

12

Issue

1

Start / End Page

28 / 53

Related Subject Headings

  • Artificial Intelligence & Image Processing
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Zhao, H., & Zhong, Y. (2019). A hybrid adaptive phase space method for reflection traveltime tomography. SIAM Journal on Imaging Sciences, 12(1), 28–53. https://doi.org/10.1137/18M117426X
Zhao, H., and Y. Zhong. “A hybrid adaptive phase space method for reflection traveltime tomography.” SIAM Journal on Imaging Sciences 12, no. 1 (January 1, 2019): 28–53. https://doi.org/10.1137/18M117426X.
Zhao H, Zhong Y. A hybrid adaptive phase space method for reflection traveltime tomography. SIAM Journal on Imaging Sciences. 2019 Jan 1;12(1):28–53.
Zhao, H., and Y. Zhong. “A hybrid adaptive phase space method for reflection traveltime tomography.” SIAM Journal on Imaging Sciences, vol. 12, no. 1, Jan. 2019, pp. 28–53. Scopus, doi:10.1137/18M117426X.
Zhao H, Zhong Y. A hybrid adaptive phase space method for reflection traveltime tomography. SIAM Journal on Imaging Sciences. 2019 Jan 1;12(1):28–53.

Published In

SIAM Journal on Imaging Sciences

DOI

EISSN

1936-4954

Publication Date

January 1, 2019

Volume

12

Issue

1

Start / End Page

28 / 53

Related Subject Headings

  • Artificial Intelligence & Image Processing