SlideShare a Scribd company logo
1 of 13
Spectral LWIR Imaging for Remote Face Detection  Dalton Rosario U.S. Army Research Laboratory IEEE IGARSS, Vancouver, Canada 29 July 2011
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Outline
Operational Scenarios Visible-NIR-SWIR  320 x 256 x 225 Target
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Some Comments
A Fundamental Problem  & A Solution Contrast Contrast Problem
Algorithmic Concept Framework
Proof of Principle Experiment Spectral Tracking –   Frame i Pseudo-Color Target
Proof of Principle Experiment Spectral Tracking –   Frame i+1
Proof of Principle Experiment Spectral Tracking –   Frame i+40
Target
LWIR Hyperspectral  Specific Face Detection LWIR 8-11   m 410 bands ,[object Object],[object Object],[object Object],200 ft 300 ft 400 ft Unknown Probability  Distribution Functions Contrast Contrast
200 ft Target ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],LWIR Hyperspectral  Specific Face Detection Pseudo-Color 300 ft 400 ft
Concluding Remarks ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

More Related Content

Viewers also liked

TU4.T10.2.ppt
TU4.T10.2.pptTU4.T10.2.ppt
TU4.T10.2.pptgrssieee
 
kageyama-2550-0728min (1).pptx
kageyama-2550-0728min (1).pptxkageyama-2550-0728min (1).pptx
kageyama-2550-0728min (1).pptxgrssieee
 
Lim IGARSS2011 Reduced.ppt
Lim IGARSS2011 Reduced.pptLim IGARSS2011 Reduced.ppt
Lim IGARSS2011 Reduced.pptgrssieee
 
nwood_igarss_2011_rev2.pdf
nwood_igarss_2011_rev2.pdfnwood_igarss_2011_rev2.pdf
nwood_igarss_2011_rev2.pdfgrssieee
 
GKEL_IGARSS_2011.ppt
GKEL_IGARSS_2011.pptGKEL_IGARSS_2011.ppt
GKEL_IGARSS_2011.pptgrssieee
 
IGARSS11_BenchmarkImagerySlides_FINAL.pdf
IGARSS11_BenchmarkImagerySlides_FINAL.pdfIGARSS11_BenchmarkImagerySlides_FINAL.pdf
IGARSS11_BenchmarkImagerySlides_FINAL.pdfgrssieee
 
A_Methodology_of_Forest_Monitoring_from_Hyperspectral_Images_with_Sparse_Regu...
A_Methodology_of_Forest_Monitoring_from_Hyperspectral_Images_with_Sparse_Regu...A_Methodology_of_Forest_Monitoring_from_Hyperspectral_Images_with_Sparse_Regu...
A_Methodology_of_Forest_Monitoring_from_Hyperspectral_Images_with_Sparse_Regu...grssieee
 

Viewers also liked (7)

TU4.T10.2.ppt
TU4.T10.2.pptTU4.T10.2.ppt
TU4.T10.2.ppt
 
kageyama-2550-0728min (1).pptx
kageyama-2550-0728min (1).pptxkageyama-2550-0728min (1).pptx
kageyama-2550-0728min (1).pptx
 
Lim IGARSS2011 Reduced.ppt
Lim IGARSS2011 Reduced.pptLim IGARSS2011 Reduced.ppt
Lim IGARSS2011 Reduced.ppt
 
nwood_igarss_2011_rev2.pdf
nwood_igarss_2011_rev2.pdfnwood_igarss_2011_rev2.pdf
nwood_igarss_2011_rev2.pdf
 
GKEL_IGARSS_2011.ppt
GKEL_IGARSS_2011.pptGKEL_IGARSS_2011.ppt
GKEL_IGARSS_2011.ppt
 
IGARSS11_BenchmarkImagerySlides_FINAL.pdf
IGARSS11_BenchmarkImagerySlides_FINAL.pdfIGARSS11_BenchmarkImagerySlides_FINAL.pdf
IGARSS11_BenchmarkImagerySlides_FINAL.pdf
 
A_Methodology_of_Forest_Monitoring_from_Hyperspectral_Images_with_Sparse_Regu...
A_Methodology_of_Forest_Monitoring_from_Hyperspectral_Images_with_Sparse_Regu...A_Methodology_of_Forest_Monitoring_from_Hyperspectral_Images_with_Sparse_Regu...
A_Methodology_of_Forest_Monitoring_from_Hyperspectral_Images_with_Sparse_Regu...
 

Similar to IGARSS_2011_DRosario.ppt

A Novel Ground Based Multi Bistatic Radar for Interferometric Measument of Di...
A Novel Ground Based Multi Bistatic Radar for Interferometric Measument of Di...A Novel Ground Based Multi Bistatic Radar for Interferometric Measument of Di...
A Novel Ground Based Multi Bistatic Radar for Interferometric Measument of Di...grssieee
 
Sift based arabic sign language recognition aecia 2014 –november17-19, addis ...
Sift based arabic sign language recognition aecia 2014 –november17-19, addis ...Sift based arabic sign language recognition aecia 2014 –november17-19, addis ...
Sift based arabic sign language recognition aecia 2014 –november17-19, addis ...Tarek Gaber
 
Radiometric Calibration of Digital Images
Radiometric Calibration of Digital ImagesRadiometric Calibration of Digital Images
Radiometric Calibration of Digital ImagesSean Thibert
 
A Systems Approach to the Modeling and Control of Molecular, Microparticle, a...
A Systems Approach to the Modeling and Control of Molecular, Microparticle, a...A Systems Approach to the Modeling and Control of Molecular, Microparticle, a...
A Systems Approach to the Modeling and Control of Molecular, Microparticle, a...ejhukkanen
 
Radar 2009 a 15 parameter estimation and tracking part 1
Radar 2009 a 15 parameter estimation and tracking part 1Radar 2009 a 15 parameter estimation and tracking part 1
Radar 2009 a 15 parameter estimation and tracking part 1Forward2025
 
IAA-LA2-10-01 Spectral and Radiometric Calibration Procedure for a SWIR Hyper...
IAA-LA2-10-01 Spectral and Radiometric Calibration Procedure for a SWIR Hyper...IAA-LA2-10-01 Spectral and Radiometric Calibration Procedure for a SWIR Hyper...
IAA-LA2-10-01 Spectral and Radiometric Calibration Procedure for a SWIR Hyper...Christian Gabriel Gomez
 
Automatic Target Identification
Automatic Target IdentificationAutomatic Target Identification
Automatic Target IdentificationArtemis Valanis
 
Kernel-Based_Retrieval_of_Atmospheric_Profiles_from_IASI_Data.pdf
Kernel-Based_Retrieval_of_Atmospheric_Profiles_from_IASI_Data.pdfKernel-Based_Retrieval_of_Atmospheric_Profiles_from_IASI_Data.pdf
Kernel-Based_Retrieval_of_Atmospheric_Profiles_from_IASI_Data.pdfgrssieee
 
Cuantificacion de Amorfo por Difraccion de Rayos X
Cuantificacion de Amorfo por Difraccion de Rayos XCuantificacion de Amorfo por Difraccion de Rayos X
Cuantificacion de Amorfo por Difraccion de Rayos XFabioJurado2
 
Introduction of Advanced PhotoDetector - Quantum Efficiency System(APD-QE)
Introduction of Advanced PhotoDetector - Quantum Efficiency System(APD-QE)Introduction of Advanced PhotoDetector - Quantum Efficiency System(APD-QE)
Introduction of Advanced PhotoDetector - Quantum Efficiency System(APD-QE)Enlitech
 
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning AlgorithmsVictor Asanza
 
Retraining maximum likelihood classifiers using low-rank model.ppt
Retraining maximum likelihood classifiers using low-rank model.pptRetraining maximum likelihood classifiers using low-rank model.ppt
Retraining maximum likelihood classifiers using low-rank model.pptgrssieee
 
Ieee gold 2010 resta
Ieee gold 2010 restaIeee gold 2010 resta
Ieee gold 2010 restagrssieee
 
Subspace_Discriminant_Approach_Hyperspectral.ppt
Subspace_Discriminant_Approach_Hyperspectral.pptSubspace_Discriminant_Approach_Hyperspectral.ppt
Subspace_Discriminant_Approach_Hyperspectral.pptgrssieee
 
Subspace discriminant approach_hyperspectral
Subspace discriminant approach_hyperspectralSubspace discriminant approach_hyperspectral
Subspace discriminant approach_hyperspectralkhondekarLutfulHassa
 
GAS@IGARSS2011.ppt
GAS@IGARSS2011.pptGAS@IGARSS2011.ppt
GAS@IGARSS2011.pptgrssieee
 

Similar to IGARSS_2011_DRosario.ppt (20)

A Novel Ground Based Multi Bistatic Radar for Interferometric Measument of Di...
A Novel Ground Based Multi Bistatic Radar for Interferometric Measument of Di...A Novel Ground Based Multi Bistatic Radar for Interferometric Measument of Di...
A Novel Ground Based Multi Bistatic Radar for Interferometric Measument of Di...
 
Sift based arabic sign language recognition aecia 2014 –november17-19, addis ...
Sift based arabic sign language recognition aecia 2014 –november17-19, addis ...Sift based arabic sign language recognition aecia 2014 –november17-19, addis ...
Sift based arabic sign language recognition aecia 2014 –november17-19, addis ...
 
Low-cost infrared camera arrays for enhanced capabilities
Low-cost infrared camera arrays for enhanced capabilitiesLow-cost infrared camera arrays for enhanced capabilities
Low-cost infrared camera arrays for enhanced capabilities
 
Radiometric Calibration of Digital Images
Radiometric Calibration of Digital ImagesRadiometric Calibration of Digital Images
Radiometric Calibration of Digital Images
 
A Systems Approach to the Modeling and Control of Molecular, Microparticle, a...
A Systems Approach to the Modeling and Control of Molecular, Microparticle, a...A Systems Approach to the Modeling and Control of Molecular, Microparticle, a...
A Systems Approach to the Modeling and Control of Molecular, Microparticle, a...
 
Radar 2009 a 15 parameter estimation and tracking part 1
Radar 2009 a 15 parameter estimation and tracking part 1Radar 2009 a 15 parameter estimation and tracking part 1
Radar 2009 a 15 parameter estimation and tracking part 1
 
IAA-LA2-10-01 Spectral and Radiometric Calibration Procedure for a SWIR Hyper...
IAA-LA2-10-01 Spectral and Radiometric Calibration Procedure for a SWIR Hyper...IAA-LA2-10-01 Spectral and Radiometric Calibration Procedure for a SWIR Hyper...
IAA-LA2-10-01 Spectral and Radiometric Calibration Procedure for a SWIR Hyper...
 
Advanced WEC Dynamics and Controls: System Identification and Model Validation
Advanced WEC Dynamics and Controls: System Identification and Model ValidationAdvanced WEC Dynamics and Controls: System Identification and Model Validation
Advanced WEC Dynamics and Controls: System Identification and Model Validation
 
Automatic Target Identification
Automatic Target IdentificationAutomatic Target Identification
Automatic Target Identification
 
Kernel-Based_Retrieval_of_Atmospheric_Profiles_from_IASI_Data.pdf
Kernel-Based_Retrieval_of_Atmospheric_Profiles_from_IASI_Data.pdfKernel-Based_Retrieval_of_Atmospheric_Profiles_from_IASI_Data.pdf
Kernel-Based_Retrieval_of_Atmospheric_Profiles_from_IASI_Data.pdf
 
Cuantificacion de Amorfo por Difraccion de Rayos X
Cuantificacion de Amorfo por Difraccion de Rayos XCuantificacion de Amorfo por Difraccion de Rayos X
Cuantificacion de Amorfo por Difraccion de Rayos X
 
Optics group research overview
Optics group research overviewOptics group research overview
Optics group research overview
 
Introduction of Advanced PhotoDetector - Quantum Efficiency System(APD-QE)
Introduction of Advanced PhotoDetector - Quantum Efficiency System(APD-QE)Introduction of Advanced PhotoDetector - Quantum Efficiency System(APD-QE)
Introduction of Advanced PhotoDetector - Quantum Efficiency System(APD-QE)
 
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms
⭐⭐⭐⭐⭐ Trilateration-based Indoor Location using Supervised Learning Algorithms
 
Retraining maximum likelihood classifiers using low-rank model.ppt
Retraining maximum likelihood classifiers using low-rank model.pptRetraining maximum likelihood classifiers using low-rank model.ppt
Retraining maximum likelihood classifiers using low-rank model.ppt
 
Meng.pptx
Meng.pptxMeng.pptx
Meng.pptx
 
Ieee gold 2010 resta
Ieee gold 2010 restaIeee gold 2010 resta
Ieee gold 2010 resta
 
Subspace_Discriminant_Approach_Hyperspectral.ppt
Subspace_Discriminant_Approach_Hyperspectral.pptSubspace_Discriminant_Approach_Hyperspectral.ppt
Subspace_Discriminant_Approach_Hyperspectral.ppt
 
Subspace discriminant approach_hyperspectral
Subspace discriminant approach_hyperspectralSubspace discriminant approach_hyperspectral
Subspace discriminant approach_hyperspectral
 
GAS@IGARSS2011.ppt
GAS@IGARSS2011.pptGAS@IGARSS2011.ppt
GAS@IGARSS2011.ppt
 

More from grssieee

Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...grssieee
 
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODELSEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODELgrssieee
 
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...grssieee
 
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIESTHE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIESgrssieee
 
GMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUSGMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUSgrssieee
 
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETERPROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETERgrssieee
 
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...grssieee
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...grssieee
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...grssieee
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...grssieee
 
test 34mb wo animations
test  34mb wo animationstest  34mb wo animations
test 34mb wo animationsgrssieee
 
2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdf2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdfgrssieee
 
DLR open house
DLR open houseDLR open house
DLR open housegrssieee
 
DLR open house
DLR open houseDLR open house
DLR open housegrssieee
 
DLR open house
DLR open houseDLR open house
DLR open housegrssieee
 
Tana_IGARSS2011.ppt
Tana_IGARSS2011.pptTana_IGARSS2011.ppt
Tana_IGARSS2011.pptgrssieee
 
Solaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.pptSolaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.pptgrssieee
 

More from grssieee (20)

Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
 
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODELSEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
 
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
 
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIESTHE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
 
GMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUSGMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUS
 
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETERPROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
 
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
 
Test
TestTest
Test
 
test 34mb wo animations
test  34mb wo animationstest  34mb wo animations
test 34mb wo animations
 
Test 70MB
Test 70MBTest 70MB
Test 70MB
 
Test 70MB
Test 70MBTest 70MB
Test 70MB
 
2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdf2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdf
 
DLR open house
DLR open houseDLR open house
DLR open house
 
DLR open house
DLR open houseDLR open house
DLR open house
 
DLR open house
DLR open houseDLR open house
DLR open house
 
Tana_IGARSS2011.ppt
Tana_IGARSS2011.pptTana_IGARSS2011.ppt
Tana_IGARSS2011.ppt
 
Solaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.pptSolaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.ppt
 

IGARSS_2011_DRosario.ppt