Dr. Yahya M. Masalmah Profile

Dr. Yahya M. Masalmah

Assistant Professor

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Publications (6)

Proceedings Article | 11 April 2008 Paper

A full algorithm to compute the constrained positive matrix factorization and its application in unsupervised unmixing of hyperspectral imagery

Yahya Masalmah, Miguel Veléz-Reyes

Proceedings Volume 6966, 69661C (2008) https://doi.org/10.1117/12.779444

KEYWORDS: Data modeling, Error analysis, Hyperspectral imaging, Data analysis, Image processing, Computer simulations, Remote sensing, Image resolution, Factor analysis, Environmental sensing

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Proceedings Article | 7 May 2007 Paper

The impact of initialization procedures on unsupervised unmixing of hyperspectral imagery using the constrained positive matrix factorization

Yahya Masalmah, Miguel Vélez-Reyes

Proceedings Volume 6565, 65650B (2007) https://doi.org/10.1117/12.719779

KEYWORDS: Hyperspectral imaging, Optimization (mathematics), Iterative methods, Matrices, Remote sensing, Image classification, Image analysis, Algorithm development, Image processing, Sensing systems

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Proceedings Article | 8 May 2006 Paper

A comparison of algorithms to compute the positive matrix factorization and their application to unsupervised unmixing

Yahya Masalmah, Miguel Vélez-Reyes

Proceedings Volume 6233, 623326 (2006) https://doi.org/10.1117/12.667977

KEYWORDS: Error analysis, Hyperspectral imaging, Sensors, Optimization (mathematics), Algorithm development, Remote sensing, Numerical analysis, Image classification, Spectral resolution, Spatial resolution

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Proceedings Article | 17 April 2006 Paper

Unsupervised unmixing of hyperspectral imagery using the constrained positive matrix factorization

Yahya Masalmah, Miguel Vélez-Reyes

Proceedings Volume 6247, 62470B (2006) https://doi.org/10.1117/12.667976

KEYWORDS: Hyperspectral imaging, Sensors, Remote sensing, Spatial resolution, Algorithm development, Spectral resolution, Image analysis, Spectroscopy, Optimization (mathematics), Data modeling

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Proceedings Article | 1 June 2005 Paper

An algorithm for unsupervised unmixing of hyperspectral imagery using positive matrix factorization

Yahya Masalmah, Miguel Velez-Reyes, Samuel Rosario-Torres

Proceedings Volume 5806, (2005) https://doi.org/10.1117/12.605672

KEYWORDS: Hyperspectral imaging, Sensors, Algorithm development, Image analysis, Remote sensing, Spatial resolution, Spectroscopy, Optimization (mathematics), Data modeling, Image processing

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Proceedings Article | 7 January 2004 Paper

Clutter modeling for subsurface detection in hyperspectral imagery using Markov random fields

Yahya Masalmah, Miguel Velez-Reyes, Luis Jimenez-Rodríguez

Proceedings Volume 5159, (2004) https://doi.org/10.1117/12.507814

KEYWORDS: Data modeling, Hyperspectral imaging, Detection and tracking algorithms, Scattering, Image processing, Optical filters, Biomedical optics, Nickel, Remote sensing, Spatial resolution

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Showing 5 of 6 publications

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