Dr. Mark J. Carlotto Profile

Dr. Mark J. Carlotto

Senior Staff Scientist

SPIE Involvement:

Conference Program Committee | Author

Websites:

Personal Website

Publications (35)

Proceedings Article | 8 June 2022 Paper

What is the best level to report from a hierarchical classifier?

Mark Carlotto

Proceedings Volume 12122, 121220H (2022) https://doi.org/10.1117/12.2616758

KEYWORDS: Classification systems, Computer simulations

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Proceedings Article | 7 May 2019 Presentation + Paper

Archaeological dating using a data fusion approach

Mark Carlotto

Proceedings Volume 11018, 110180V (2019) https://doi.org/10.1117/12.2520130

KEYWORDS: Climatology, Climate change, Data fusion, Sun, Algorithm development, Solar radiation models

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Proceedings Article | 7 May 2019 Presentation + Paper

Comparison of neural network classifiers for automatic target recognition

Mark Carlotto, Mark Nebrich, David Ramirez

Proceedings Volume 11018, 1101810 (2019) https://doi.org/10.1117/12.2519310

KEYWORDS: Evolutionary algorithms, Image segmentation, 3D modeling, Buildings, Object recognition

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Proceedings Article | 2 May 2017 Paper

Enhancing vector shoreline data using a data fusion approach

David DeMichele, Mark Carlotto, Mark Nebrich

Proceedings Volume 10200, 1020010 (2017) https://doi.org/10.1117/12.2265422

KEYWORDS: Image fusion, Image segmentation, Databases, Raster graphics, Atrial fibrillation, Target recognition, Data fusion, Automatic target recognition

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Proceedings Article | 2 May 2017 Paper

Integrating visual learning within a model-based ATR system

Mark Carlotto, Mark Nebrich

Proceedings Volume 10200, 102000Z (2017) https://doi.org/10.1117/12.2264806

KEYWORDS: Automatic target recognition, Machine learning, Machine vision, Classification systems, Image segmentation, Detection and tracking algorithms, Data modeling, Image processing, Sensors

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Proceedings Article | 21 May 2015 Paper

Model-based detection, segmentation, and classification of compact objects

Mark Carlotto

Proceedings Volume 9474, 94740Z (2015) https://doi.org/10.1117/12.2179810

KEYWORDS: Image segmentation, 3D modeling, Systems modeling, Optical tracking, Sensors, Binary data, Classification systems, Automatic target recognition, Detection and tracking algorithms, Image processing algorithms and systems

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Proceedings Article | 20 June 2014 Paper

Fusing maps with photos from mobile devices

Mark Carlotto

Proceedings Volume 9091, 909115 (2014) https://doi.org/10.1117/12.2051336

KEYWORDS: Cameras, Data modeling, Mobile devices, Instrument modeling, Information operations, Global Positioning System, Video surveillance, Video, Sensors, Systems modeling

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Proceedings Article | 23 May 2013 Paper

High-resolution land cover classification using low resolution global data

Mark Carlotto

Proceedings Volume 8745, 874513 (2013) https://doi.org/10.1117/12.1518460

KEYWORDS: Image classification, Roads, Image filtering, Bandpass filters, Filtering (signal processing), Sensors, Image resolution, Volume rendering, Image fusion, Feature extraction

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Proceedings Article | 18 May 2012 Paper

Detection, classification, and tracking of compact objects in video imagery

Mark Nebrich, Mark Carlotto

Proceedings Volume 8392, 83921F (2012) https://doi.org/10.1117/12.919859

KEYWORDS: Video, Sensors, Video processing, Cameras, Image classification, Image processing, Image sensors, Motion estimation, 3D modeling, Binary data

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Proceedings Article | 28 April 2010 Paper

Locative view: visualizing geo-referenced objects in space

Mark Carlotto, Mark Nebrich, Paul Hylton

Proceedings Volume 7707, 77070H (2010) https://doi.org/10.1117/12.855473

KEYWORDS: Global Positioning System, Cameras, Magnetometers, Visualization, Mobile devices, Overlay metrology, Sensors, Geographic information systems, 3D visualizations, Image display

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Proceedings Article | 28 April 2010 Paper

IDC: a system for automatically detecting and classifying manmade objects in overhead imagery

Mark Carlotto, Mark Nebrich, David De Michael

Proceedings Volume 7697, 769712 (2010) https://doi.org/10.1117/12.848527

KEYWORDS: Sensors, Image processing, Detection and tracking algorithms, Synthetic aperture radar, Error analysis, Image classification, Image sensors, Image segmentation, Data modeling, Mahalanobis distance

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Proceedings Article | 28 April 2010 Paper

BiTS: a biologically-inspired target screener for detecting manmade objects in natural clutter backgrounds

Mark Carlotto

Proceedings Volume 7697, 769711 (2010) https://doi.org/10.1117/12.848526

KEYWORDS: Sensors, Image filtering, Anisotropy, Target detection, Mahalanobis distance, Image sensors, Fractal analysis, Automatic target recognition, Electro optical modeling, Distance measurement

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Proceedings Article | 6 May 2008 Paper

Long-term ground movement prediction by Monte Carlo simulation

Mark Carlotto

Proceedings Volume 6968, 696806 (2008) https://doi.org/10.1117/12.779545

KEYWORDS: Roads, Laser phosphor displays, Sensors, Monte Carlo methods, Statistical analysis, Motion analysis, Kinematics, Mobile communications, Motion models, Fractal analysis

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Proceedings Article | 6 May 2008 Paper

Fusing images and maps

Mark Carlotto

Proceedings Volume 6968, 696818 (2008) https://doi.org/10.1117/12.780170

KEYWORDS: Image fusion, Landsat, Image processing, Data processing, Multispectral imaging, Data fusion, Bayesian inference, Image classification, Radar imaging, Earth observing sensors

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Proceedings Article | 3 April 2008 Paper

Track-based video compression

B. Suresh, M. Carlotto, J. Ackenhusen

Proceedings Volume 6981, 69810I (2008) https://doi.org/10.1117/12.778192

KEYWORDS: Video, Video compression, Video surveillance, Chromium, Sensors, Optical filters, Surveillance, Thermography, Electronic filtering, 3D modeling

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Proceedings Article | 16 May 2007 Paper

Feature-based anomaly detection

Mark Carlotto

Proceedings Volume 6567, 65671A (2007) https://doi.org/10.1117/12.721149

KEYWORDS: Sensors, Fractal analysis, Mahalanobis distance, Data modeling, Video, Distance measurement, Systems modeling, Image filtering, Multispectral imaging, Optical filters

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Proceedings Article | 7 May 2007 Paper

Detecting change in images with parallax

Mark Carlotto

Proceedings Volume 6567, 656719 (2007) https://doi.org/10.1117/12.721148

KEYWORDS: Image processing, Performance modeling, Sensors, 3D modeling, Image fusion, Signal to noise ratio, Earth observing sensors, High resolution satellite images, Detection and tracking algorithms, 3D image processing

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Proceedings Article | 17 May 2006 Paper

A synergistic exploitation concept for wide-area search

Mark Carlotto

Proceedings Volume 6235, 623516 (2006) https://doi.org/10.1117/12.668806

KEYWORDS: Earth observing sensors, High resolution satellite images, Image processing, Image segmentation, Systems modeling, Automatic target recognition, Sensors, Image registration, Target recognition, Model-based design

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Proceedings Article | 17 May 2006 Paper

Automatic clustering based on an information-theoretic approach with application to spectral anomaly detection

Mark Carlotto

Proceedings Volume 6235, 623517 (2006) https://doi.org/10.1117/12.668805

KEYWORDS: Quantization, Earth observing sensors, High resolution satellite images, Detection and tracking algorithms, Expectation maximization algorithms, Mahalanobis distance, Sensors, Data modeling, Statistical modeling, Algorithm development

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Proceedings Article | 9 August 2004 Paper

Battlespace movement prediction for time critical targeting

Mark Carlotto, Mark Nebrich, Kristin O'Connor

Proceedings Volume 5429, (2004) https://doi.org/10.1117/12.541045

KEYWORDS: Roads, Motion models, Computer architecture, Palladium, Network security, Motion analysis, Lab on a chip, Aerospace engineering, Kinematics, Software development

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Proceedings Article | 25 August 2003 Paper

Multisource report-level simulator for fusion research

Ivan Kadar, Mark Carlotto

Proceedings Volume 5096, (2003) https://doi.org/10.1117/12.488672

KEYWORDS: Sensors, Unattended ground sensors, Video, Signals intelligence, Data modeling, Mathematical modeling, Radar, Palladium, Error analysis, Systems modeling

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Proceedings Article | 6 August 2002 Paper

Detecting buried mines in ground penetrating radar using a Hough transform approach

Mark Carlotto

Proceedings Volume 4741, (2002) https://doi.org/10.1117/12.478719

KEYWORDS: Mining, General packet radio service, Hough transforms, Metals, Land mines, Radar, Sensors, Antennas, Palladium, Ground penetrating radar

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Proceedings Article | 31 July 2002 Paper

Cross-sensor image fusion and spectral anomaly detection

Mark Carlotto

Proceedings Volume 4729, (2002) https://doi.org/10.1117/12.477626

KEYWORDS: Image fusion, Image enhancement, Thermography, Sensors, Image resolution, Multispectral imaging, Landsat, Spectral resolution, Signal processing, Earth observing sensors

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Proceedings Article | 31 July 2002 Paper

Order of battle change detection, fusion, and tracking

David Crary, Mark Nebrich, Mark Carlotto

Proceedings Volume 4729, (2002) https://doi.org/10.1117/12.477615

KEYWORDS: Image fusion, Detection and tracking algorithms, Synthetic aperture radar, Sensors, Fractal analysis, Argon, Performance modeling, Error analysis, Intelligence systems, Electro optical modeling

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Proceedings Article | 16 August 2001 Paper

Signal-level fusion model for image-based change detection in DARPA's dynamic database system

Mark Carlotto

Proceedings Volume 4380, (2001) https://doi.org/10.1117/12.436968

KEYWORDS: Signal to noise ratio, Image segmentation, Image fusion, Performance modeling, Detection and tracking algorithms, Signal detection, Synthetic aperture radar, Databases, Algorithm development, Electro optical modeling

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SPIE Journal Paper | 1 May 2000

Nonlinear background estimation and change detection for wide-area search

Mark Carlotto

OE, Vol. 39, Issue 05, (May 2000) https://doi.org/10.1117/12.10.1117/1.602496

KEYWORDS: Target detection, Error analysis, Synthetic aperture radar, Electro optical modeling, Sensors, Image registration, Image analysis, Performance modeling, Image sensors, Image segmentation

SPIE Journal Paper | 1 February 2000

Spatial enhancement of elevation data using a single multispectral image

Mark Carlotto

OE, Vol. 39, Issue 02, (February 2000) https://doi.org/10.1117/12.10.1117/1.602381

KEYWORDS: Multispectral imaging, Reflectivity, Image enhancement, Landsat, Error analysis, Optical engineering, Image processing, Spatial resolution, Resolution enhancement technologies, Earth observing sensors

Proceedings Article | 17 June 1996 Paper

Spectral shape classification system for Landsat thematic mapper

Mark Carlotto

Proceedings Volume 2758, (1996) https://doi.org/10.1117/12.243224

KEYWORDS: Landsat, Classification systems, Binary data, Image classification, Scene classification, Image segmentation, Atmospheric modeling, Sensors, Visualization, Earth observing sensors

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Proceedings Article | 17 June 1996 Paper

Nonlinear mean-square estimation with applications in remote sensing

Mark Carlotto

Proceedings Volume 2758, (1996) https://doi.org/10.1117/12.243216

KEYWORDS: Air contamination, Multispectral imaging, Remote sensing, Sensors, Clouds, Atmospheric modeling, Landsat, Scattering, Image analysis, Earth observing sensors

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Proceedings Article | 17 June 1996 Paper

Using maps to automate the classification of remotely sensed imagery

Mark Carlotto

Proceedings Volume 2758, (1996) https://doi.org/10.1117/12.243238

KEYWORDS: Image classification, Landsat, Image segmentation, Data modeling, Scene classification, Spectral models, Computer simulations, Feature extraction, Image analysis, Earth observing sensors

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Proceedings Article | 3 January 1996 Paper

Image indexing and retrieval using linear phase coefficient composite filters

Mark Carlotto

Proceedings Volume 2615, (1996) https://doi.org/10.1117/12.229209

KEYWORDS: Image segmentation, Image retrieval, Image filtering, Databases, Phase measurement, Linear filtering, Image processing, Composites, Signal to noise ratio, Computer programming

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Proceedings Article | 26 March 1993 Paper

Multispectral image processing for environmental monitoring

Mark Lazaroff, Mark Carlotto, Mark Brennan

Proceedings Volume 1819, (1993) https://doi.org/10.1117/12.142192

KEYWORDS: Multispectral imaging, Vegetation, Environmental sensing, Environmental monitoring, Atmospheric monitoring, Image processing, Landsat, Air contamination, Water contamination, Earth observing sensors

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Proceedings Article | 26 March 1993 Paper

Image-based map-updating system

Karen Savage, David Izraelevitz, Mark Carlotto

Proceedings Volume 1819, (1993) https://doi.org/10.1117/12.142205

KEYWORDS: Roads, Databases, Feature extraction, Image registration, Image segmentation, Image analysis, Image processing, Algorithm development, Automatic tracking, Image processing algorithms and systems

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Proceedings Article | 26 March 1993 Paper

HyperMap: a geographical information system for imagery and text storage and retrieval

Mark Brennan, Mark Carlotto

Proceedings Volume 1819, (1993) https://doi.org/10.1117/12.142207

KEYWORDS: Databases, Geographic information systems, Image restoration, Image processing, Remote sensing, Photography, Landsat, Feature extraction, Computer programming, Earth observing sensors

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Proceedings Article | 1 November 1990 Paper

Data-parallel algorithms for image computing

Mark Carlotto

Proceedings Volume 1301, (1990) https://doi.org/10.1117/12.21425

KEYWORDS: Image processing, Diffusion, Digital image processing, Data modeling, Visual communications, Computer programming, Curium, Convolution, Reconstruction algorithms, Chemical elements

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Showing 5 of 35 publications

Proceedings Volume Editor (1)

SPIE Conference Volume | 26 March 1993

Digital Image Processing and Visual Communications Technologies in the Earth and Atmospheric Sciences II

Conference Committee Involvement (20)

Signal Processing, Sensor/Information Fusion, and Target Recognition XXXIII

22 April 2024 | National Harbor, Maryland, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXXII

1 May 2023 | Orlando, Florida, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXXI

4 April 2022 | Orlando, Florida, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXX

12 April 2021 | Online Only, Florida, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXIX

27 April 2020 | Online Only, California, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXVIII

15 April 2019 | Baltimore, MD, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXVII

16 April 2018 | Orlando, FL, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXVI

10 April 2017 | Anaheim, CA, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXV

18 April 2016 | Baltimore, MD, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXIV

20 April 2015 | Baltimore, MD, United States

Signal Processing, Sensor/Information Fusion, and Target Recognition XXIII

5 May 2014 | Baltimore, MD, United States

Signal Processing, Sensor Fusion, and Target Recognition XXII

29 April 2013 | Baltimore, Maryland, United States

Signal Processing, Sensor Fusion, and Target Recognition XXI

23 April 2012 | Baltimore, Maryland, United States

Signal Processing, Sensor Fusion, and Target Recognition XX

25 April 2011 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XIX

5 April 2010 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XVIII

13 April 2009 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XVII

17 March 2008 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XVI

9 April 2007 | Orlando, Florida, United States

Signal Processing, Sensor Fusion, and Target Recognition XV

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

Digital Image Processing and Visual Communications Technologies in the Earth and Atmospheric Sciences II

19 November 1992 | Boston, MA, United States

Showing 5 of 20 Conference Committees

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