Dr. Akar H. Taher Profile

Dr. Akar H. Taher

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Publications (4)

SPIE Journal Paper | 10 December 2015 Open Access

Stable and unsupervised fuzzy C-means method and its validation in the context of multicomponent images

Kacem Chehdi, Akar Taher, Claude Cariou

JEI, Vol. 24, Issue 06, 061117, (December 2015) https://doi.org/10.1117/12.10.1117/1.JEI.24.6.061117

KEYWORDS: Expectation maximization algorithms, Fuzzy logic, Hyperspectral imaging, Image classification, Databases, Vegetation, Multispectral imaging, Reliability, Genetic algorithms, Classification systems

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Proceedings Article | 15 October 2015 Paper

Unsupervised and stable LBG algorithm for data classification: application to aerial multicomponent images

A. Taher, K. Chehdi, C. Cariou

Proceedings Volume 9643, 96431I (2015) https://doi.org/10.1117/12.2191448

KEYWORDS: Pattern recognition, Image classification, Expectation maximization algorithms, RGB color model, Hyperspectral imaging, Image fusion, Detection and tracking algorithms, Buildings, Image processing algorithms and systems, Algorithm development

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Proceedings Article | 30 April 2015 Paper

A stable and unsupervised Fuzzy C-Means for data classification

Akar Taher, Kacem Chehdi, Claude Cariou

Proceedings Volume 9534, 953414 (2015) https://doi.org/10.1117/12.2182595

KEYWORDS: Expectation maximization algorithms, Fuzzy logic, Image classification, Detection and tracking algorithms, Vegetation, Hyperspectral imaging, Image sensors, Algorithm development, Pattern recognition, Databases

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Proceedings Article | 17 October 2013 Paper

Hyperspectral image segmentation using a cooperative nonparametric approach

Akar Taher, Kacem Chehdi, Claude Cariou

Proceedings Volume 8892, 88920J (2013) https://doi.org/10.1117/12.2028869

KEYWORDS: Image segmentation, Image classification, Hyperspectral imaging, Feature extraction, Image processing, Vegetation, Multispectral imaging, Genetic algorithms, Image fusion, Image quality

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