Dr. Mazen Hittawe Profile

Dr. Mazen Hittawe

Postdoc Fellow at King Abdullah Univ of Science and Technology

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Publications (3)

SPIE Journal Paper | 13 March 2019

Abnormal events detection using deep neural networks: application to extreme sea surface temperature detection in the Red Sea

Mohamad Mazen Hittawe, Shehzad Afzal, Tahira Jamil, Hichem Snoussi, Ibrahim Hoteit, Omar Knio

JEI, Vol. 28, Issue 02, 021012, (March 2019) https://doi.org/10.1117/12.10.1117/1.JEI.28.2.021012

KEYWORDS: Feature extraction, Data modeling, Neural networks, Mahalanobis distance, Detection and tracking algorithms, Satellites, Oceanography, Principal component analysis, Ecosystems, Convolution

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SPIE Journal Paper | 14 November 2017

Machine vision for timber grading singularities detection and applications

Mohamad Mazen Hittawe, Désiré Sidibé, Ouadi Beya, Fabrice Mériaudeau

JEI, Vol. 26, Issue 06, 063015, (November 2017) https://doi.org/10.1117/12.10.1117/1.JEI.26.6.063015

KEYWORDS: Machine vision, Associative arrays, Defect detection, Feature extraction, Image segmentation, X-rays, X-ray imaging, Image classification, Visualization, Discrete wavelet transforms

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Proceedings Article | 30 April 2015 Paper

A machine vision based approach for timber knots detection

Mohamad Mazen Hittawe, Désiré Sidibé, Fabrice Mériaudeau

Proceedings Volume 9534, 95340L (2015) https://doi.org/10.1117/12.2182770

KEYWORDS: X-rays, Machine vision, X-ray imaging, Target detection, Image analysis, Optimization (mathematics), Acoustics, Velocity measurements, Laser scanners, Resistance

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