Prof. Hichem Snoussi Profile

Prof. Hichem Snoussi

Professeur des Univ at Univ de Technologie Troyes

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Author

Publications (11)

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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Proceedings Article | 9 March 2017 Presentation + Paper

Temporal imaging for accurate time, space, and energy localization of photoelectric events in monolithic scintillators

Alain Iltis, Hichem Snoussi, Luc Rodrigues de Magalhaes, Ghislain Zeufack Tadonkeng

Proceedings Volume 10132, 101320B (2017) https://doi.org/10.1117/12.2254486

KEYWORDS: Scintillators, Photon counting, Sensors, Photodetectors, Positron emission tomography, Scintillation, Time correlated photon counting, Machine learning, Photons, Crystals, Picosecond phenomena, Surface finishing, Polishing

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Proceedings Article | 9 September 2015 Paper

The conception and implementation of a local HDR fusion algorithm depending on contrast and luminosity parameters

Amine Besrour, Fatma Abdelkefi, Mohamed Siala, Hichem Snoussi

Proceedings Volume 9598, 95980Z (2015) https://doi.org/10.1117/12.2188178

KEYWORDS: High dynamic range imaging, Image fusion, Cameras, Sensors, Video, Image processing, Image quality, High dynamic range image sensors, Imaging systems, Algorithm development

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Proceedings Article | 9 September 2015 Paper

Luminance and contrast ideal balancing based tone mapping algorithm

Amine Besrour, Fatma Abdelkefi, Mohamed Siala, Hichem Snoussi

Proceedings Volume 9598, 95981D (2015) https://doi.org/10.1117/12.2188061

KEYWORDS: High dynamic range imaging, Image processing, Visual system, Image compression, Image quality, Photography, Visualization, Imaging systems, Dynamical systems, Visibility

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SPIE Journal Paper | 28 August 2015

Human pose estimation with multiple mixture parts model based on upper body categories

Aichun Zhu, Hichem Snoussi, Tian Wang, Abel Cherouat

JEI, Vol. 24, Issue 04, 043021, (August 2015) https://doi.org/10.1117/12.10.1117/1.JEI.24.4.043021

KEYWORDS: Data modeling, Performance modeling, Head, Sensors, Kinematics, Motion models, Statistical modeling, Facial recognition systems, Image analysis, Image filtering

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Proceedings Article | 15 May 2014 Paper

Comparative study of fusion algorithms and implementation of new efficient solution

Amine Besrour, Hichem Snoussi, Mohamed Siala, Fatma Abdelkefi

Proceedings Volume 9138, 913806 (2014) https://doi.org/10.1117/12.2051997

KEYWORDS: Image fusion, High dynamic range imaging, Sensors, Algorithm development, Cameras, Imaging systems, CMOS sensors, Visibility, Electrons, Range imaging

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Proceedings Article | 4 March 2014 Paper

Theoretical study of an efficient bracketing camera system architecture

Amine Besrour, Hichem Snoussi, Mohamed Siala, Fatma Abdelkefi

Proceedings Volume 9022, 90220X (2014) https://doi.org/10.1117/12.2049841

KEYWORDS: Beam splitters, Sensors, Cameras, High dynamic range imaging, Stereoscopic cameras, Image fusion, Imaging systems, Image sensors, Camera shutters, Amplifiers

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Proceedings Article | 19 July 2013 Paper

Adaptive covariance matrix for object region representation

Lei Qin, Hichem Snoussi, Fahed Abdallah

Proceedings Volume 8878, 887848 (2013) https://doi.org/10.1117/12.2030558

KEYWORDS: Principal component analysis, Chromium, Matrices, Feature selection, Machine vision, Computer vision technology, Infrared radiation, Image classification, Video, Optical filters

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SPIE Journal Paper | 5 June 2012

Bayesian variational human tracking based on informative body parts

Yi Zhou, Shibao Zheng, Hichem Snoussi

OE, Vol. 51, Issue 6, 067203, (June 2012) https://doi.org/10.1117/12.10.1117/1.OE.51.6.067203

KEYWORDS: Optical tracking, Sensors, Motion models, Detection and tracking algorithms, Optical engineering, Roads, Digital filtering, Target detection, Particles, Particle filters

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Proceedings Article | 1 October 2011 Paper

Robust detection and tracking pedestrian object for real time surveillance applications

Fouad Bousetouane, Lynda Dib, Hichem Snoussi

Proceedings Volume 8285, 828508 (2011) https://doi.org/10.1117/12.913034

KEYWORDS: Video, Feature extraction, Surveillance, Video surveillance, Convolution, Automatic tracking, Image processing, Image analysis, Mahalanobis distance, Statistical analysis

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SPIE Journal Paper | 1 April 2004

Fast joint separation and segmentation of mixed images

Hichem Snoussi, Ali Mohammad-Djafari

JEI, Vol. 13, Issue 02, (April 2004) https://doi.org/10.1117/12.10.1117/1.1666873

KEYWORDS: Image segmentation, Signal to noise ratio, Matrices, Monte Carlo methods, Sensors, Computer simulations, Data modeling, Image classification, Interference (communication), Expectation maximization algorithms

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Showing 5 of 11 publications

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