Dr. Tahani Bouchrika Profile

Dr. Tahani Bouchrika

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Publications (4)

Proceedings Article | 7 June 2023 Paper

Fusion of CNN and feature extraction methods for multiple sclerosis classification

Bouthaina Souid, Samah Yahia, Tahani Bouchrika, Olfa Jemai

Proceedings Volume 12701, 1270117 (2023) https://doi.org/10.1117/12.2679706

KEYWORDS: Feature extraction, 3D image processing, Magnetic resonance imaging, Image classification, Multiple sclerosis, 3D modeling, Brain, Education and training, Binary data, Neuroimaging, Medical imaging, Image processing

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Proceedings Article | 31 January 2020 Paper

PTLHAR: PoseNet and transfer learning for human activities recognition based on body articulations

Nozha Jlidi, Ahmed Snoun, Tahani Bouchrika, Olfa Jemai, Mourad Zaied

Proceedings Volume 11433, 114330Q (2020) https://doi.org/10.1117/12.2559567

KEYWORDS: Video, RGB color model, Feature extraction, Sensors, Bone, Data modeling, Nickel, Lithium, Facial recognition systems, Motion models

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Proceedings Article | 8 December 2015 Paper

Model based and model free methods for features extraction to recognize gait using fast wavelet network classifier

Aycha Dorgham, Tahani Bouchrika, Mourad Zaied

Proceedings Volume 9875, 987510 (2015) https://doi.org/10.1117/12.2228498

KEYWORDS: Gait analysis, Systems modeling, Wavelets, Motion models, Feature extraction, System identification, Visual process modeling, Fast wavelet transforms, Sensors, Head, Biometrics

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Proceedings Article | 8 December 2015 Paper

Hand posture recognizer based on separator wavelet networks

Tahani Bouchrika, Olfa Jemai, Mourad Zaied, Chokri Ben Amar

Proceedings Volume 9875, 98750F (2015) https://doi.org/10.1117/12.2228425

KEYWORDS: Wavelets, Detection and tracking algorithms, Data modeling, Fast wavelet transforms, Feature selection, Statistical modeling, Gesture recognition, Visual process modeling, Video, Feature extraction

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