skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Development of a Random Field Model for Gas Plume Detection in Multiple LWIR Images.

Abstract

This report develops a random field model that describes gas plumes in LWIR remote sensing images. The random field model serves as a prior distribution that can be combined with LWIR data to produce a posterior that determines the probability that a gas plume exists in the scene and also maps the most probable location of any plume. The random field model is intended to work with a single pixel regression estimator--a regression model that estimates gas concentration on an individual pixel basis.

Authors:
Publication Date:
Research Org.:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1133250
Report Number(s):
PNNL-17873
NN2001000
DOE Contract Number:  
AC05-76RL01830
Resource Type:
Technical Report
Country of Publication:
United States
Language:
English

Citation Formats

Heasler, Patrick G. Development of a Random Field Model for Gas Plume Detection in Multiple LWIR Images.. United States: N. p., 2008. Web. doi:10.2172/1133250.
Heasler, Patrick G. Development of a Random Field Model for Gas Plume Detection in Multiple LWIR Images.. United States. doi:10.2172/1133250.
Heasler, Patrick G. Tue . "Development of a Random Field Model for Gas Plume Detection in Multiple LWIR Images.". United States. doi:10.2172/1133250. https://www.osti.gov/servlets/purl/1133250.
@article{osti_1133250,
title = {Development of a Random Field Model for Gas Plume Detection in Multiple LWIR Images.},
author = {Heasler, Patrick G.},
abstractNote = {This report develops a random field model that describes gas plumes in LWIR remote sensing images. The random field model serves as a prior distribution that can be combined with LWIR data to produce a posterior that determines the probability that a gas plume exists in the scene and also maps the most probable location of any plume. The random field model is intended to work with a single pixel regression estimator--a regression model that estimates gas concentration on an individual pixel basis.},
doi = {10.2172/1133250},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Tue Sep 30 00:00:00 EDT 2008},
month = {Tue Sep 30 00:00:00 EDT 2008}
}

Technical Report:

Save / Share: