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My current research interests include modeling of physical phenomenology for synthetic image generation, development of novel ground truth collection devices and techniques, field and laboratory longwave infrared data collection, temperature-emissivity separation techniques, temperature extraction algorithms for multi- and hyperspectral image data, as well as algorithms for the detection, identification and quantification of gaseous effluents. I also have research interests in radiation propagation models, atmospheric correction techniques, multi-sensor data merging, spectral/feature band optimization methods, image integration with geographic information systems, and sensor geometry and mensuration models.
My current funded research contracts/grants/gifts include:
Savannah River National Laboratory / Department of Energy
RIT is collaborating with the Savannah River National Laboratory (SRNL) to extend the capabilities of the ALGE hydrodynamic code to include simulations of surface ice formation and melting in cooling lakes that receive heated effluent from nuclear reactors operating in cold climates and collect the data needed to validate this extended version of the ALGE code at suitable locations in the northern US or Canada. SRNL uses the ALGE code to perform technical analyses of heat-generating industrial facilities for DOE and other government agencies. At present, ALGE simulations of cooling lakes and other bodies of water being used to dissipate waste heat from nuclear reactors are restricted to ice-free conditions. This restriction prevents imagery analysis for more than one-half the year at some northern sites. The extension to the ALGE code proposed here will allow year-round applications of the code which will result in more rapid completion of technical analyses.
RIT Project Number: 30789
Funding: $849,971
Period of Performance: 22 January 2008 to 21 January 2011
Central Inteligence Agency (CIA) IC Post Doctorate Fellowship Program (FY06)
This fellowship entitled "Effects of humidity on atmospheric transmission for infrared sensors" will perform a comparative analysis of ship-based thermal infrared spectroradiometer measurements against MODTRAN simulations incorporating humidity dependent aerosol nucleation effects.
It is commonly assumed that scattering effects are negligible in the thermal infrared region. This, however, is based on standard atmospheric and aerosol models that have particle size distributions that are heavily weighted and have maximum concentrations in the sub-micron range. While particle concentrations in the super-micron range are orders of magnitude smaller than its submicron counterparts, certain conditions of high humidity may significantly increase their concentrations to levels that may impart scattering effects in the thermal infrared regions.
This hypothesis will be tested using the MODTRAN radiative transfer model (Berk 1989) coupled with the NOVAM - Navy Oceanic Vertical Aerosol Model (Gatham 1993). Given the nature of the data set from Explorer of the Seas ARM facility, this is a logical approach since oceanic aerosols will be inherent to the environment of the surface based measurements. The NOVAM model will be used to obtain first order estimates of potential aerosol effects and indicate possible aerosol nucleation mechanisms describing the concentrations of larger hygroscopic aerosols and their particle size distributions (Leeuw 1992). Currently, the NOVAM model supports three mode radii (peak of the particle size distribution) of 0.03, 0.24, and 2.0 microns. Modifications to the model to include larger mode radii will be investigated to support the thermal scattering hypothesis.
RIT Project Number: 30632
Funding: $119,978
Period of Performance: 17 August 2006 to 16 August 2007
Savannah River National Laboratory / Department of Energy
RIT will provide support to gain insight into the phenomenology that influences the radiance field leaving the
interior of a mechanical-draft cooling tower (MDCT). The DIRSIG modeling capability will be enhanced such that
the models produced reflect, as accurately as possible, the actual data gathered with real airborne infrared
imaging systems. These modeling efforts will focus on the phenomenology associated with “cavern-like” targets
with numerous material types internally contained. This effort will be cyclical in nature with modeling
approaches continually modified based on newly discovered phenomenology observed in real image data. The
desired outcome of the modeling will be accurate internal-element emissivities and temperatures for the components
that comprise the cooling tower for use with an external process model developed by Savannah River National
Laboratory.
RIT Project Number: 30571
Funding: $457,820
Period of Performance: 01 February 2006 to 31 January 2009
My past funded research contracts/grants/gifts included:
MITRE Corporation / Central Intelligence Agency
RIT will provide support to the government as a critical participant in the National Signatures Program (NSP)
working group monthly meetings. The NSP is responsible for the establishment of spectral measurements
standards for solid, liquid, and gaseous materials. Standards in the form of measurement methodologies,
formats, metadata, etc. fall within the purview of this group. RIT has been asked to be the representative
for the government organization that funds and oversees this program to provide guidance, experience, and
critical review to/of this programs efforts and to report back to the supporting organization with impressions
and advice.
RIT Project Number: 30517/30654
Funding: $16,289 + $40,000 = $56,289
Period of Performance: 01 February 2005 to 31 July 2006 / 01 August 2006 to 31 July 2007
Designs & Prototypes / Environmental Protection Agency
RIT will perform a system integration of the Designs & Prototypes MARLIN high-speed FTIR spectrometer with a FLIR Systems GasFindIR camera to create a bore-sighted or common-optic system capable of imaging effluent gas plumes and making spectral signature measurements at a central location in the field of view. RIT will further perform a proof-of-concept field study with this system against controlled gas releases. Once the data is collected, RIT will continue to analyze this data by producing an analysis software capability to perform gas identification and volume/rate-of-release estimations.
RIT Project Number: 30603/30652
Funding: $30,000 + $17,400 = $47,400
Period of Performance: 01 May 2006 to 30 November 2006
National Reconnaissance Office (NRO) - LASS 2004/05 (CLIN 002)
RIT will provide support through the Laboratory for Advanced Spectral Sensing
for the development of an enhanced full spectrum material reflectance
database to support more realistic simulations in the DIRSIG
model. Current database holdings will be evaluated and test plan developed
and executed to provide additional spectra to fill in voids in the current
database.
RIT Project Number: 30483
Funding: $40,000
Period of Performance: 01 November 2004 to 31 May 2006
ITT Industries / Space Systems Division (ICAP)
RIT will provide support for the development of new and/or evaluation of existing temperature extraction
methodologies for infrared imagery. Techniques using a single band, multiple band, or multispectral/hyperspectral
image data will be within the scope of this task. RIT will provide modeling support to produce synthetic
imagery for evaluation of these algorithms using DIRSIG as requested. This support will may be in the form
of assistance in the development of specific sensor models, specific imaging scenarios, and/or to provide a robust
data set as a test-bed for new and existing algorithms. RIT will attend community meetings to report on the
algorithm and modeling tasks as well as to provide critical review and/or insight into other proposed methodologies.
RIT Project Number: 30459
Funding: $114,640
Period of Performance: 01 November 2004 to 30 September 2005
Mission Research Corporation / Air Force Research Laboratory (WPAFB)
RIT will be providing modeling support in the development of calibration test targets for longwave
infrared (IR) test chamber characterization. RIT will utilize its DIRSIG model to represent the interior
environment of the IR test chamber located at the WPAFB facility and the potential calibration targets
that will be used, performing trade-off and optimization studies as top the efficacy of the designs to
choose the proper target to manufacture. RIT will also place certain targets of interest into a cluttered
IR background to assist in the design of future chambers with enhanced background capability.
RIT Project Number: 30463
Funding: $150,009
Period of Performance: 15 June 2004 to 11 November 2005
BAE Systems
RIT will be utilizing funds provided to the current capital campaign by BAE Systems to support
a graduate student in Imaging Science. The student will work on a project of interest to both
RIT and BAE Systems for their thesis research project. The student will spend a Summer quarter
working at BAE Systems with their scientist and engineers to gain real-world experience during
their academic work.
RIT Project Number: 20157
Funding: $34,306
Period of Performance: 01 December 2003 to 30 November 2004
LaSen, Incorporated / Army Research Lab
RIT performed two (2) tasks for LaSen, Incorporated in support of their aircraft-based LIDAR
system. RIT investigated the feasibility of modeling a LaSen midwave infrared LIDAR system
using DIRSIG with particular attention to spectral resolution, pulse generation, ground
resolution, and atmospheric interaction. In addition, RIT made several high-spectral resolution
reflectance measurements in the 3 to 5 micron region to aid in current exploitation task being
carried out by the sponsor.
RIT Project Number: 30393
Funding: $7,000
Period of Performance: 01 May 2003 to 30 September 2003
Pictometry International Corporation
RIT is determining the feasibility of automated tie point identification
on numerous oblique air photos collected with the Pictometry system.
Once a feasible approach is identified, RIT will be
developing prototype software to assist Pictometry in this now largely
manual process. This research was funded in part by CEIS, a NYSTAR-designated
Center for Advanced Technology.
RIT Project Numbers: 36291, C3320, 33320 (CEIS)
Funding: $8,566 + $8,934 + $8,800 = $26,300
Period of Performance: 05 September 2003 to 04 September 2004
New York State Office of Cyber Security and Critical Infrastructure Coordination
RIT will be providing a software tool that will allow the NYS OCSCIC to selectively degrade their
online statewide library of aerial photographs to protect critical infrastructure information. As
part of the Homeland Security initiative afoot in New York State, the OCSCIC desires a tool that
would let them selectively degrade the resolution of their archives of air photos that are available
to the public so that potential organizations that would aspire to do harm to these facilities do not
have high quality data available to them, while maintaining the quality of the data in other regions
for legitimate users. RIT will develop this software tool to key off of OSCCIC supplied shape files
and apply the degradation to the library of imagery.
RIT Project Number: 33315
Funding: $21,039
Period of Performance: 04 April 2004 to 04 September 2004
General Dynamics / National Air Intelligence Center
RIT is supporting the NAIC Spectral Exploitation Center (NSEC) Spectral Library Support initiative
by developing laboratory and field spectral library protocols to assure high quality spectral
measurements are provide to the library expansion task. In addition, RIT personnel and students
are measuring the spectral signatures of materials supplied by the library expansion team as well
as those encountered during field exercises using laboratory and field spectrometers. Spectral
reflectance measurements are being made from 0.35 through 20 microns for all materials.
RIT Project Number: 30340
Funding: $470,540 awarded / $340,540 allocated
Period of Performance: 16 October 2002 to 20 September 2004
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