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Gaussian Mixture Prior Models for Imaging of Flow Cross Sections from Sparse Hyperspectral Measurements

Abstract: 

This is an overview presentation about developing accurate prior models that can capture non-Gaussian characteristics of images. The slides use tunable diode laser absorption tomography (TDLAT) as an application to show the results.
For more information, please check out the publication at IEEE Xplore:

Zeeshan Nadir, Michael S. Brown, Mary L. Comer, Charles A. Bouman, “Gaussian Mixture Prior Models for Imaging of Flow Cross Sections from Sparse Hyperspectral Measurements” , 2015 IEEE GlobalSIP Conference, Dec 14-16

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Paper Details

Authors:
Michael S. Brown, Mary L. Comer, Charles A. Bouman
Submitted On:
23 February 2016 - 1:38pm
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Zeeshan Nadir
Document Year:
2015
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Document Files

Globalsip 2015.pdf

(251 downloads)

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[1] Michael S. Brown, Mary L. Comer, Charles A. Bouman, "Gaussian Mixture Prior Models for Imaging of Flow Cross Sections from Sparse Hyperspectral Measurements", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/442. Accessed: Oct. 19, 2017.
@article{442-15,
url = {http://sigport.org/442},
author = {Michael S. Brown; Mary L. Comer; Charles A. Bouman },
publisher = {IEEE SigPort},
title = {Gaussian Mixture Prior Models for Imaging of Flow Cross Sections from Sparse Hyperspectral Measurements},
year = {2015} }
TY - EJOUR
T1 - Gaussian Mixture Prior Models for Imaging of Flow Cross Sections from Sparse Hyperspectral Measurements
AU - Michael S. Brown; Mary L. Comer; Charles A. Bouman
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/442
ER -
Michael S. Brown, Mary L. Comer, Charles A. Bouman. (2015). Gaussian Mixture Prior Models for Imaging of Flow Cross Sections from Sparse Hyperspectral Measurements. IEEE SigPort. http://sigport.org/442
Michael S. Brown, Mary L. Comer, Charles A. Bouman, 2015. Gaussian Mixture Prior Models for Imaging of Flow Cross Sections from Sparse Hyperspectral Measurements. Available at: http://sigport.org/442.
Michael S. Brown, Mary L. Comer, Charles A. Bouman. (2015). "Gaussian Mixture Prior Models for Imaging of Flow Cross Sections from Sparse Hyperspectral Measurements." Web.
1. Michael S. Brown, Mary L. Comer, Charles A. Bouman. Gaussian Mixture Prior Models for Imaging of Flow Cross Sections from Sparse Hyperspectral Measurements [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/442