Dr. Jacqueline J. Le Moigne Profile

Dr. Jacqueline J. Le Moigne

AIST Program Manager at NASA Goddard SFC

SPIE Involvement:

Author

Publications (27)

Proceedings Article | 27 April 2018 Presentation + Paper

Super-resolution of remote sensing images using edge-directed radial basis functions

Manohar Mareboyana, Jaqueline Le Moigne

Proceedings Volume 10646, 1064610 (2018) https://doi.org/10.1117/12.2303732

KEYWORDS: Super resolution, Image resolution, Remote sensing, Reconstruction algorithms, Spatial resolution

Read Abstract +

Proceedings Article | 20 May 2016 Paper

High resolution image reconstruction from projection of low resolution images differing in subpixel shifts

Manohar Mareboyana, Jacqueline Le Moigne, Jerome Bennett

Proceedings Volume 9870, 98700F (2016) https://doi.org/10.1117/12.2223936

KEYWORDS: Image resolution, Reconstruction algorithms, Image restoration, Super resolution, Remote sensing, Image registration, Lawrencium, Spatial resolution, Motion estimation, Image analysis

Read Abstract +

Proceedings Article | 17 May 2016 Paper

Agile multi-scale decompositions for automatic image registration

James Murphy, Omar Navarro Leija, Jacqueline Le Moigne

Proceedings Volume 9840, 984011 (2016) https://doi.org/10.1117/12.2222182

KEYWORDS: Wavelets, Image registration, Prototyping, MATLAB, LIDAR, Algorithm development, Image analysis, Feature extraction, Image sensors, Medical imaging

Read Abstract +

Proceedings Article | 24 May 2012 Paper

NASA IMAGESEER: NASA IMAGEs for Science, Education, Experimentation, and Research

Jacqueline Le Moigne, Thomas Grubb, Barbara Milner

Proceedings Volume 8390, 839029 (2012) https://doi.org/10.1117/12.919908

KEYWORDS: Image processing, Databases, Data modeling, Earth sciences, Clouds, Image registration, Earth observing sensors, Data communications, Data acquisition, Landsat

Read Abstract +

Proceedings Article | 9 June 2011 Paper

Developing composite signatures

Chadwick Hawley, Tom Carpenter, Patrice Cappelaere, Stu Frye, Jacqueline Lemoigne-Stewart, Dan Mandle, Sarah Montgomery, Autumn Williams-Bess

Proceedings Volume 8040, 804002 (2011) https://doi.org/10.1117/12.888883

KEYWORDS: Sensors, Composites, Diagnostics, Infrared signatures, Ultraviolet radiation, Visible radiation, Radar, Infrared sensors, Luminescence, Remote sensing

Read Abstract +

Proceedings Article | 8 February 2011 Paper

Image registration for stability testing of MEMS

Nargess Memarsadeghi, Jacqueline Le Moigne, Peter Blake, Peter Morey, Wayne Landsman, Victor Chambers, Samuel Moseley

Proceedings Volume 7873, 78730G (2011) https://doi.org/10.1117/12.872076

KEYWORDS: Image registration, Wavelets, Microelectromechanical systems, James Webb Space Telescope, Image analysis, Astronomy, Evolutionary algorithms, Image filtering, Medical imaging, Image resolution

Read Abstract +

SPIE Journal Paper | 1 February 2004

Feature reduction of hyperspectral imagery using hybrid wavelet-principal component analysis

Sinthop Kaewpijit, Jacqueline Le Moigne, Tarek El-Ghazawi

OE, Vol. 43, Issue 02, (February 2004) https://doi.org/10.1117/12.10.1117/1.1637907

KEYWORDS: Wavelets, Principal component analysis, Hyperspectral imaging, Feature selection, Linear filtering, Discrete wavelet transforms, Optical engineering, Dimension reduction, Scene classification, Spectroscopy

Proceedings Article | 13 November 2003 Paper

Application of multiresolution wavelet pyramids and gradient search based on mutual information to subpixel registration of multisensor satellite imagery

Ilya Zavorin, Jacqueline Le Moigne

Proceedings Volume 5207, (2003) https://doi.org/10.1117/12.505883

KEYWORDS: Image registration, Wavelets, Earth observing sensors, Satellites, Satellite imaging, Algorithm development, Image processing, High resolution satellite images, Point spread functions, Data acquisition

Read Abstract +

Proceedings Article | 28 May 2003 Paper

Evaluating performance of automatic techniques for subpixel registration of remotely sensed imagery

Ilya Zavorin, Harold Stone, Jacqueline Le Moigne

Proceedings Volume 5014, (2003) https://doi.org/10.1117/12.477752

KEYWORDS: Image registration, Near infrared, Earth observing sensors, Landsat, High resolution satellite images, Point spread functions, Satellites, Image processing, Satellite imaging, MODIS

Read Abstract +

Proceedings Article | 24 September 2002 Paper

Iterative pyramid-based approach to subpixel registration of multisensor satellite imagery

Ilya Zavorin, Harold Stone, Jacqueline Le Moigne

Proceedings Volume 4814, (2002) https://doi.org/10.1117/12.451397

KEYWORDS: Image registration, Near infrared, Image processing, Wavelets, Earth observing sensors, Satellites, Bandpass filters, Satellite imaging, Image resolution, Image filtering

Read Abstract +

Proceedings Article | 8 March 2002 Paper

Spectral data reduction via wavelet decomposition

Sinthop Kaewpijit, Jacqueline Le Moigne, Tarek El-Ghazawi

Proceedings Volume 4738, (2002) https://doi.org/10.1117/12.458728

KEYWORDS: Wavelets, Principal component analysis, Dimension reduction, Digital filtering, Linear filtering, Discrete wavelet transforms, Hyperspectral imaging, Wavelet transforms, Data processing, Remote sensing

Read Abstract +

Proceedings Article | 8 March 2002 Paper

Multiresolution registration of remote sensing images using stochastic gradient

Arlene Cole-Rhodes, Kisha Johnson, Jacqueline Le Moigne

Proceedings Volume 4738, (2002) https://doi.org/10.1117/12.458727

KEYWORDS: Image registration, Wavelets, Remote sensing, Image processing, Stochastic processes, Earth observing sensors, Optimization (mathematics), Sensors, Satellite imaging, Landsat

Read Abstract +

In image registration, we determine the most accurate match between two images, which may have been taken at the same or different times by different or identical sensors. In the past, correlation and mutual information have been used as similarity measures for determining the best match for remote sensing images. Mutual information or relative entropy is a concept from information theory that measures the statistical dependence between two random variables, or equivalently it measures the amount of information that one variable contains about another. This concept has been successfully applied to automatically register remote sensing images based on the assumption that the mutual information of the image intensity pairs is maximized when the images are geometrically aligned. The transformation which maximizes a given similarity measure has been previously determined using exhaustive search, but this has been found to be inefficient and computationally expensive. In this paper we utilize a new simple, yet powerful technique based on stochastic gradient, for the maximization of both similarity measures with remote-sensing images, and we compare its performance to that of the exhaustive search. We initially consider images, which are misaligned by a rotation and/or translation only, and we compare the accuracy and efficiency of a registration scheme based on optimization for this data. In addition, the effect of wavelet pre-processing on the efficiency of a multi- resolution registration scheme is determined, using Daubechies wavelets. Finally we evaluate this optimization scheme for the registration of satellite images obtained at different times, and from different sensors. It is noted that once a correct optimization result is obtained at one of the coarser levels in the multi-resolution scheme, then the registration process is much faster in achieving subpixel accuracy, and is more robust when compared to a single level optimization. Mutual information was generally found to optimize in about one third the time required by correlation.

Proceedings Article | 28 January 2002 Paper

Multisensor registration of Earth remotely sensed imagery

Jacqueline Le Moigne, Arlene Cole-Rhodes, Roger Eastman, Kisha Johnson, Jeffrey Morisette, Nathan Netanyahu, Harold Stone, Ilya Zavorin

Proceedings Volume 4541, (2002) https://doi.org/10.1117/12.454140

KEYWORDS: Image registration, Wavelets, Spatial resolution, Earth observing sensors, Sensors, Image processing, Feature extraction, High resolution satellite images, MODIS, Landsat

Read Abstract +

Proceedings Article | 28 January 2002 Paper

Enhancement of tropical land cover mapping with wavelet-based fusion and unsupervised clustering of SAR and Landsat image data

Jacqueline Le Moigne, Nadine Laporte, Nathan Netanyahu

Proceedings Volume 4541, (2002) https://doi.org/10.1117/12.454153

KEYWORDS: Data fusion, Image fusion, Landsat, Synthetic aperture radar, Wavelets, Remote sensing, Associative arrays, Spatial resolution, Image enhancement, Earth observing sensors

Read Abstract +

Proceedings Article | 20 August 2001 Paper

Finding the dimensionality of hyperspectral data

Sinthop Kaewpijit, Jacqueline Le Moigne, Tarek El-Ghazawi

Proceedings Volume 4381, (2001) https://doi.org/10.1117/12.437024

KEYWORDS: Principal component analysis, Dimension reduction, Sensors, Remote sensing, Algorithm development, Spectral resolution, Spectrometers, Hyperspectral imaging, Vector spaces, Data centers

Read Abstract +

Proceedings Article | 1 June 2001 Paper

Mutual information as a similarity measure for remote sensing image registration

Kisha Johnson, Arlene Cole-Rhodes, Ilya Zavorin, Jacqueline Le Moigne

Proceedings Volume 4383, (2001) https://doi.org/10.1117/12.428251

KEYWORDS: Image registration, Wavelets, Remote sensing, Image processing, Medical imaging, Feature extraction, Earth observing sensors, Signal to noise ratio, Satellite imaging, Landsat

Read Abstract +

Proceedings Article | 26 March 2001 Paper

Multiresolution image registration of remotely sensed imagery using mutual information

Kisha Johnson, Arlene Cole-Rhodes, Jacqueline Le Moigne, Ilya Zavorin

Proceedings Volume 4391, (2001) https://doi.org/10.1117/12.421212

KEYWORDS: Image registration, Wavelets, Image filtering, Image processing, Linear filtering, Bandpass filters, Feature extraction, Remote sensing, Medical imaging, Earth observing sensors

Read Abstract +

Proceedings Article | 5 April 2000 Paper

Use of wavelets for image registration

Jacqueline Le Moigne, Ilya Zavorine

Proceedings Volume 4056, (2000) https://doi.org/10.1117/12.381672

KEYWORDS: Wavelets, Image registration, Image filtering, Linear filtering, Bandpass filters, Image processing, Earth observing sensors, Feature extraction, Wavelet transforms, Landsat

Read Abstract +

Proceedings Article | 24 September 1999 Paper

Advanced Geosynchronous Studies Imager (AGSI): image navigation and registration (INR) system

Jacqueline Le Moigne, James Carr, Donald Chu, Jaime Esper

Proceedings Volume 3750, (1999) https://doi.org/10.1117/12.363533

KEYWORDS: Image registration, Image processing, Navigation systems, Stars, Clouds, Sensors, Space operations, Wavelets, Imaging systems, Satellites

Read Abstract +

Proceedings Article | 22 March 1999 Paper

Application of rotation- and translation-invariant overcomplete wavelets to the registration of remotely sensed imagery

Jacqueline Le Moigne, Ilya Zavorine

Proceedings Volume 3723, (1999) https://doi.org/10.1117/12.342921

KEYWORDS: Image registration, Wavelets, Image filtering, Image processing, Linear filtering, Earth observing sensors, Sensors, Bandpass filters, Remote sensing, Wavelet transforms

Read Abstract +

Proceedings Article | 22 March 1999 Paper

Landsat PNN classifier using PCA of wavelet texture-edge features

Harold Szu, Jacqueline Le Moigne, Nathan Netanyahu, Charles Hsu

Proceedings Volume 3723, (1999) https://doi.org/10.1117/12.342922

KEYWORDS: Wavelets, Image classification, Neural networks, Wavelet transforms, Composites, Remote sensing, Landsat, Principal component analysis, Satellites, Earth observing sensors

Read Abstract +

Proceedings Article | 1 March 1998 Paper

Image registration using wavelet techniques

Harold Stone, Jacqueline Le Moigne, Morgan McGuire

Proceedings Volume 3240, (1998) https://doi.org/10.1117/12.300048

KEYWORDS: Wavelets, Image registration, Image resolution, Distortion, Digital filtering, Satellites, Image filtering, Linear filtering, Wavelet transforms, Mathematical modeling

Read Abstract +

Proceedings Article | 3 April 1997 Paper

Integration of local texture information in the automatic classification of Landsat images

Harold Szu, Jacqueline Le Moigne, Nathan Netanyahu, Charles Hsu

Proceedings Volume 3078, (1997) https://doi.org/10.1117/12.271708

KEYWORDS: Image classification, Landsat, Statistical analysis, Information fusion, Wavelet transforms, Wavelets, Data mining, Principal component analysis, Spatial frequencies, Earth observing sensors

Read Abstract +

Proceedings Article | 26 February 1997 Paper

Wavelet index of texture for artificial neural network classification of Landsat images

Harold Szu, Jacqueline Le Moigne, Nathan Netanyahu, Charles Hsu, Margaret Francis

Proceedings Volume 2962, (1997) https://doi.org/10.1117/12.267837

KEYWORDS: Wavelets, Image classification, Composites, Wavelet transforms, Neural networks, Earth observing sensors, Artificial neural networks, Vegetation, Remote sensing, Landsat

Read Abstract +

Proceedings Article | 26 February 1997 Paper

Registration of satellite imagery utilizing the low-low components of the wavelet transform

Emre Kaymaz, Bao-Ting Lerner, William Campbell, Jacqueline Le Moigne, John Pierce

Proceedings Volume 2962, (1997) https://doi.org/10.1117/12.267838

KEYWORDS: Image registration, Wavelets, Sensors, Wavelet transforms, Remote sensing, Image processing, Detection and tracking algorithms, Earth observing sensors, Feature extraction, Landsat

Read Abstract +

Proceedings Article | 22 March 1996 Paper

Wavelets for remote sensing image registration and fusion

Jacqueline Le Moigne, Robert Cromp

Proceedings Volume 2762, (1996) https://doi.org/10.1117/12.236025

KEYWORDS: Image fusion, Image registration, Data fusion, Wavelets, Remote sensing, Sensors, Image processing, Image segmentation, Earth observing sensors, Image resolution

Read Abstract +

Proceedings Article | 15 March 1994 Paper

Parallel registration of multisensor remotely sensed imagery using wavelet coefficients

Jacqueline Le Moigne

Proceedings Volume 2242, (1994) https://doi.org/10.1117/12.170045

KEYWORDS: Wavelets, Image registration, Sensors, Image resolution, Remote sensing, Earth observing sensors, Image filtering, Wavelet transforms, Fourier transforms, Landsat

Read Abstract +

Showing 5 of 27 publications

Conference Committee Involvement (15)

Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXIX

2 May 2023 | Orlando, Florida, United States

Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXVIII

5 April 2022 | Orlando, Florida, United States

Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXVII

12 April 2021 | Online Only, Florida, United States

Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXVI

27 April 2020 | Online Only, California, United States

Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imagery XXV

16 April 2019 | Baltimore, MD, United States

Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXIV

16 April 2018 | Orlando, FL, United States

Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXIII

11 April 2017 | Anaheim, CA, United States

Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXII

18 April 2016 | Baltimore, MD, United States

Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI

21 April 2015 | Baltimore, MD, United States

Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XX

5 May 2014 | Baltimore, MD, United States

Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX

29 April 2013 | Baltimore, Maryland, United States

Independent Component Analyses, Wavelets, Unsupervised Smart Sensors, and Neural Networks IV

19 April 2006 | Orlando (Kissimmee), Florida, United States

Independent Component Analyses, Wavelets, Unsupervised Smart Sensors, and Neural Networks III

30 March 2005 | Orlando, Florida, United States

Independent Component Analyses, Wavelets, Unsupervised Smart Sensors, and Neural Networks II

14 April 2004 | Orlando, Florida, United States

Independent Component Analyses, Wavelets, and Neural Networks

22 April 2003 | Orlando, Florida, United States

Showing 5 of 15 Conference Committees

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years