Dr. Frederick D. Garber Profile

Dr. Frederick D. Garber

Professor Emeritus at Wright State Univ

SPIE Involvement:

Conference Program Committee | Conference Chair | Editor | Author

Proceedings Article | 31 May 2022 Presentation + Paper

Understanding the synthetic and measured GAP from the CNN classifier perspective

Anne Major, Edmund Zelnio, Fred Garber

Proceedings Volume 12095, 120950A (2022) https://doi.org/10.1117/12.2624107

KEYWORDS: Synthetic aperture radar, Visualization, Detection and tracking algorithms, Data modeling, Target recognition, Network architectures

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Proceedings Article | 30 May 2022 Presentation

Comparative methods to calibrate confidence estimates of CNN-based recognition techniques

Frederick Garber, Sudarshan Chakravarthy, Edmund Zelnio

Proceedings Volume PC12095, PC1209508 (2022) https://doi.org/10.1117/12.2615545

KEYWORDS: Calibration

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Proceedings Article | 20 May 2015 Paper

Exploring EO vehicle recognition performance using manifolds as a function of lighting condition variability

Olga Mendoza-Schrock, Mateen Rizki, Edmund Zelnio, Vincent Velten, Frederick Garber, Michael Raymer, John Gallagher

Proceedings Volume 9464, 94640I (2015) https://doi.org/10.1117/12.2178408

KEYWORDS: Light sources and illumination, Diffusion, Electro optics, Target recognition, Intelligence systems, Cameras, Analytical research, Surveillance, Reconnaissance, Image classification

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Proceedings Article | 15 May 2012 Paper

A synopsis of challenge problems

Brandy Gorham, Edmund Zelnio, LeRoy Gorham, Frederick Garber

Proceedings Volume 8394, 83940L (2012) https://doi.org/10.1117/12.925073

KEYWORDS: Synthetic aperture radar, Sensors, Algorithm development, Target detection, Target recognition, Detection and tracking algorithms, 3D image processing, Radar, Environmental sensing, Polarization

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Proceedings Article | 24 August 2000 Paper

Identifying moving HRR signatures with an ATR belief data association filter

Erik Blasch, John Westerkamp, Lang Hong, Jeffery Layne, Frederick Garber, Arnab Shaw

Proceedings Volume 4053, (2000) https://doi.org/10.1117/12.396358

KEYWORDS: Detection and tracking algorithms, Kinematics, Sensors, Target detection, Automatic target recognition, Target recognition, Electronic filtering, Algorithms, Matrices, Radar

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Proceedings Article | 13 August 1999 Paper

SVM classifier applied to the MSTAR public data set

Michael Bryant, Frederick Garber

Proceedings Volume 3721, (1999) https://doi.org/10.1117/12.357652

KEYWORDS: Synthetic aperture radar, Virtual colonoscopy, Automatic target recognition, Target acquisition, Target recognition, Data acquisition, Binary data, MATLAB, Fourier transforms, Error analysis

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Proceedings Article | 28 July 1997 Paper

Simple estimates of ATR performance and initial comparisons for a small data set

Frederick Garber, Edmund Zelnio

Proceedings Volume 3070, (1997) https://doi.org/10.1117/12.281552

KEYWORDS: Sensors, Scattering, Signal to noise ratio, Radar, Automatic target recognition, Error analysis, Darmstadtium, Binary data, Iron, Classification systems

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Proceedings Article | 28 July 1997 Paper

Characterization of ATR systems

Edmund Zelnio, Frederick Garber, Lori Westerkamp, Steven Worrell, John Westerkamp, Mary Jarratt, Catherine Deardorf, Patricia Ryan

Proceedings Volume 3070, (1997) https://doi.org/10.1117/12.281560

KEYWORDS: Automatic target recognition, Sensors, Data modeling, Model-based design, Knowledge acquisition, Picosecond phenomena, Feature extraction, Target acquisition, Statistical modeling, Target recognition

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Proceedings Article | 14 June 1996 Paper

Characterization of ATR performance evaluation

Edmund Zelnio, Frederick Garber

Proceedings Volume 2755, (1996) https://doi.org/10.1117/12.243149

KEYWORDS: Automatic target recognition, Sensors, Scattering, Radar, Target recognition, Signal to noise ratio, Systems modeling, Information theory, Backscatter, Multiple scattering

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Proceedings Article | 5 July 1995 Paper

Geometrical formulation of radar signal complexity and target recognition performance capabilities

Frederick Garber, Edmund Zelnio

Proceedings Volume 2484, (1995) https://doi.org/10.1117/12.213054

KEYWORDS: Target recognition, Backscatter, Darmstadtium, Signal to noise ratio, Optical spheres, Radar, Information operations, Automatic target recognition, X band, Interference (communication)

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Proceedings Article | 15 October 1993 Paper

Hypothesis likelihood function estimation for synthetic aperture radar targets

Thomas Fister, Frederick Garber, Steven Sawtelle, Raymond Withman

Proceedings Volume 1960, (1993) https://doi.org/10.1117/12.160627

KEYWORDS: Scattering, Target recognition, Synthetic aperture radar, Data modeling, Automatic target recognition, Object recognition, Data centers, Polarimetry, Process modeling, Radar

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SPIE Journal Paper | 1 December 1992

Evaluation of nonparametric discriminant analysis techniques for radar signal feature selection and extraction

Ogmundur Snorrason, Frederick Garber

OE, Vol. 31, Issue 12, (December 1992) https://doi.org/10.1117/12.10.1117/12.60010

KEYWORDS: Prototyping, Feature selection, Radar, Signal to noise ratio, Feature extraction, Monte Carlo methods, Classification systems, Databases, Distance measurement, FDA class I medical device development

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Proceedings Article | 16 September 1992 Paper

Distance measures and match complexity for reconstructable pattern segmentations

O. Sands, Frederick Garber

Proceedings Volume 1700, (1992) https://doi.org/10.1117/12.138291

KEYWORDS: Distance measurement, Object recognition, Image segmentation, Pattern recognition, Prototyping, Image classification, Reconstruction algorithms, Sensors, Quality measurement, Nanoimprint lithography

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Proceedings Article | 1 August 1991 Paper

Formulation and performance evaluation of adaptive, sequential radar-target-recognition algorithms

Ogmundur Snorrason, Frederick Garber

Proceedings Volume 1471, (1991) https://doi.org/10.1117/12.44871

KEYWORDS: Detection and tracking algorithms, Feature selection, Computer simulations, Radar, Object recognition, Target recognition, Monte Carlo methods, Prototyping, Signal to noise ratio, Backscatter

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Proceedings Article | 1 August 1991 Paper

Applications of the bispectrum in radar signature analysis and target identification

Ismail Jouny, Frederick Garber, Randolph Moses, Eric Walton

Proceedings Volume 1471, (1991) https://doi.org/10.1117/12.44873

KEYWORDS: Radar, Target recognition, Scattering, Object recognition, Automatic target recognition, Detection and tracking algorithms, Backscatter, Feature extraction, Fourier transforms, Signal to noise ratio

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Showing 5 of 15 publications

SPIE Conference Volume | 26 June 2024

Algorithms for Synthetic Aperture Radar Imagery XXXI

SPIE Conference Volume | 21 June 2023

Algorithms for Synthetic Aperture Radar Imagery XXX

SPIE Conference Volume | 3 June 2022

Algorithms for Synthetic Aperture Radar Imagery XXIX

SPIE Conference Volume | 30 April 2021

Algorithms for Synthetic Aperture Radar Imagery XXVIII

SPIE Conference Volume | 10 June 2020

Algorithms for Synthetic Aperture Radar Imagery XXVII

Showing 5 of 22 publications

Conference Committee Involvement (46)

Automatic Target Recognition XXXV

13 April 2025 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XXXII

13 April 2025 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XXXI

23 April 2024 | National Harbor, Maryland, United States

Automatic Target Recognition XXXIV

22 April 2024 | National Harbor, Maryland, United States

Algorithms for Synthetic Aperture Radar Imagery XXX

2 May 2023 | Orlando, Florida, United States

Automatic Target Recognition XXXIII

1 May 2023 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XXIX

6 April 2022 | Orlando, Florida, United States

Automatic Target Recognition XXXII

4 April 2022 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XXVIII

12 April 2021 | Online Only, Florida, United States

Automatic Target Recognition XXXI

12 April 2021 | Online Only, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XXVII

27 April 2020 | Online Only, California, United States

Automatic Target Recognition XXX

27 April 2020 | Online Only, California, United States

Algorithms for Synthetic Aperture Radar Imagery XXVI

18 April 2019 | Baltimore, MD, United States

Automatic Target Recognition XXIX

15 April 2019 | Baltimore, MD, United States

Algorithms for Synthetic Aperture Radar Imagery XXV

19 April 2018 | Orlando, FL, United States

Automatic Target Recognition XXVIII

16 April 2018 | Orlando, FL, United States

Algorithms for Synthetic Aperture Radar Imagery XXIV

13 April 2017 | Anaheim, CA, United States

Automatic Target Recognition XXVII

10 April 2017 | Anaheim, CA, United States

Algorithms for Synthetic Aperture Radar Imagery XXIII

21 April 2016 | Baltimore, MD, United States

Automatic Target Recognition XXVI

18 April 2016 | Baltimore, MD, United States

Algorithms for Synthetic Aperture Radar Imagery XXII

23 April 2015 | Baltimore, MD, United States

Automatic Target Recognition XXV

20 April 2015 | Baltimore, MD, United States

Algorithms for Synthetic Aperture Radar Imagery XXI

7 May 2014 | Baltimore, MD, United States

Automatic Target Recognition XXIV

5 May 2014 | Baltimore, MD, United States

Algorithms for Synthetic Aperture Radar Imagery XX

1 May 2013 | Baltimore, Maryland, United States

Automatic Target Recognition XXIII

29 April 2013 | Baltimore, Maryland, United States

Algorithms for Synthetic Aperture Radar Imagery XIX

25 April 2012 | Baltimore, Maryland, United States

Automatic Target Recognition XXII

23 April 2012 | Baltimore, Maryland, United States

Algorithms for Synthetic Aperture Radar Imagery XVIII

27 April 2011 | Orlando, Florida, United States

Automatic Target Recognition XXI

25 April 2011 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XVII

8 April 2010 | Orlando, Florida, United States

Automatic Target Recognition XX

5 April 2010 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XVI

16 April 2009 | Orlando, Florida, United States

Automatic Target Recognition XIX

13 April 2009 | Orlando, Florida, United States

Automatic Target Recognition XVIII

19 March 2008 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XV

17 March 2008 | Orlando, Florida, United States

Automatic Target Recognition XVII

10 April 2007 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XIV

10 April 2007 | Orlando, Florida, United States

Automatic Target Recognition XVI

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

Algorithms for Synthetic Aperture Radar Imagery XIII

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

Automatic Target Recognition XV

29 March 2005 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XII

28 March 2005 | Orlando, Florida, United States

Automatic Target Recognition XIV

13 April 2004 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery XI

12 April 2004 | Orlando, Florida, United States

Automatic Target Recognition XIII

22 April 2003 | Orlando, Florida, United States

Algorithms for Synthetic Aperture Radar Imagery X

21 April 2003 | Orlando, Florida, United States

Showing 5 of 46 Conference Committees

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