Prof. John Ioannis Goutsias Profile

Prof. John Ioannis Goutsias

at Johns Hopkins Univ

SPIE Involvement:

Author

SPIE Journal Paper | 1 October 2004

Automatic target detection and tracking in forward-looking infrared image sequences using morphological connected operators

Ulisses Braga-Neto, Manish Choudhury, John Goutsias

JEI, Vol. 13, Issue 04, (October 2004) https://doi.org/10.1117/12.10.1117/1.1789982

KEYWORDS: Target detection, Forward looking infrared, Detection and tracking algorithms, Binary data, Image filtering, Automatic tracking, Sensors, Video, Image enhancement, Image processing

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Proceedings Article | 18 October 2001 Paper

Robust morphological detection of sea mines in side-scan sonar images

Sinan Batman, John Goutsias

Proceedings Volume 4394, (2001) https://doi.org/10.1117/12.445438

KEYWORDS: Databases, Detection and tracking algorithms, Feature extraction, Binary data, Image classification, Mining, Target detection, Naval mines, Land mines, Mathematical morphology

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Proceedings Article | 18 October 2001 Paper

GUI for automated detection of surface mines using iterated hybrid morphological filters

Sinan Batman, John Goutsias, Manoj Palki

Proceedings Volume 4394, (2001) https://doi.org/10.1117/12.445484

KEYWORDS: Detection and tracking algorithms, Image filtering, Signal to noise ratio, Land mines, Mining, Binary data, Target detection, Multispectral imaging, Linear filtering, Reconstruction algorithms

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Proceedings Article | 22 August 2000 Paper

Iterative morphological algorithms for automated detection of land mines

Sinan Batman, John Goutsias

Proceedings Volume 4038, (2000) https://doi.org/10.1117/12.396176

KEYWORDS: Detection and tracking algorithms, Target detection, Image filtering, Reconstruction algorithms, Signal to noise ratio, Land mines, Mining, Multispectral imaging, Linear filtering, Signal detection

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Proceedings Article | 2 August 1999 Paper

Iterative nonlinear technique for automatic detection of land mines in highly cluttered multispectral images

Sinan Batman, John Goutsias

Proceedings Volume 3710, (1999) https://doi.org/10.1117/12.357105

KEYWORDS: Target detection, Ions, Detection and tracking algorithms, Land mines, Mining, Image filtering, Image processing, Signal to noise ratio, Multispectral imaging, Interference (communication)

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Proceedings Article | 22 September 1998 Paper

Multisite updating Markov chain Monte Carlo algorithm for morphologically constrained Gibbs random fields

Krishnamoorthy Sivakumar, John Goutsias

Proceedings Volume 3459, (1998) https://doi.org/10.1117/12.323807

KEYWORDS: Monte Carlo methods, Computer simulations, Image analysis, Mathematical modeling, Image processing, Lithium, Mathematical morphology, Statistical modeling, Image filtering, Statistical analysis

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Proceedings Article | 4 September 1998 Paper

Detecting mines and minelike objects in highly cluttered multispectral aerial images by means of mathematical morphology

Ulisses Braga-Neto, John Goutsias

Proceedings Volume 3392, (1998) https://doi.org/10.1117/12.324146

KEYWORDS: Detection and tracking algorithms, Target detection, Land mines, Signal to noise ratio, Mathematical morphology, Reconstruction algorithms, Image filtering, Multispectral imaging, Visualization, Binary data

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SPIE Journal Paper | 1 January 1997

Discrete morphological size distributions and densities: estimation techniques and applications

Krishnamoorthy Sivakumar, John Goutsias

JEI, Vol. 6, Issue 01, (January 1997) https://doi.org/10.1117/12.10.1117/12.261931

KEYWORDS: Monte Carlo methods, Binary data, Image filtering, Signal to noise ratio, Image restoration, Image classification, Magnetorheological finishing, Statistical analysis, Image analysis, Digital filtering

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Proceedings Article | 31 May 1996 Paper

Toward a unifying optimal approach to mine detection problems

John Goutsias

Proceedings Volume 2765, (1996) https://doi.org/10.1117/12.241222

KEYWORDS: Detection and tracking algorithms, 3D modeling, Sensors, Image processing, Expectation maximization algorithms, Inverse problems, Automatic target recognition, Algorithm development, Image segmentation, Imaging systems

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Proceedings Article | 31 May 1996 Paper

Detection of minelike targets in heavily cluttered environments using the MNF transform and grayscale morphological image reconstruction

Ashish Banerji, John Goutsias

Proceedings Volume 2765, (1996) https://doi.org/10.1117/12.241264

KEYWORDS: Target detection, Detection and tracking algorithms, Image fusion, Multispectral imaging, Image enhancement, Binary data, Image restoration, Image filtering, Mathematical morphology, Reconstruction algorithms

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Proceedings Article | 20 June 1995 Paper

Detection of minelike targets using grayscale morphological image reconstruction

Ashish Banerji, John Goutsias

Proceedings Volume 2496, (1995) https://doi.org/10.1117/12.211377

KEYWORDS: Target detection, Binary data, Mathematical morphology, Detection and tracking algorithms, Reconstruction algorithms, Image processing, Image fusion, Image restoration, Multispectral imaging, Nonlinear image processing

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Proceedings Article | 23 June 1993 Paper

Binary random fields, random set theory, and the morphological analysis of shape

John Goutsias

Proceedings Volume 2030, (1993) https://doi.org/10.1117/12.146677

KEYWORDS: Binary data, Probability theory, Shape analysis, Image filtering, Morphological analysis, Chemical elements, Mathematical modeling, Mathematical morphology, Ions, Information operations

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Proceedings Article | 23 June 1993 Paper

Comparison of pyramidal image decomposition techniques for image representation and compression

Xuan Kong, John Goutsias

Proceedings Volume 2030, (1993) https://doi.org/10.1117/12.146665

KEYWORDS: Image compression, Berkelium, Image filtering, Reconstruction algorithms, Image quality, Visualization, Sun, Linear filtering, Nonlinear filtering, Image resolution

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Proceedings Article | 1 June 1992 Paper

Morphological transformations of image sequences: a lattice theory approach

John Goutsias

Proceedings Volume 1769, (1992) https://doi.org/10.1117/12.60651

KEYWORDS: Lithium, Image processing, Image analysis, Mathematical morphology, Silicon, Digital filtering, Einsteinium, Gold, Europium, Computer engineering

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Proceedings Article | 1 November 1991 Paper

Discrete random set models for shape synthesis and analysis

John Goutsias, Chuanju Wen

Proceedings Volume 1606, (1991) https://doi.org/10.1117/12.50354

KEYWORDS: Image processing, Probability theory, Shape analysis, Mathematical modeling, Statistical modeling, Image analysis, Statistical analysis, Visual communications, Binary data, Mathematical morphology

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Showing 5 of 15 publications

SPIE Conference Volume | 23 June 1993

Image Algebra and Morphological Image Processing IV

Conference Committee Involvement (2)

Mathematical Methods in Pattern and Image Analysis

3 August 2005 | San Diego, California, United States

Image Algebra and Morphological Image Processing IV

12 July 1993 | San Diego, CA, United States

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