Dr. Baptiste Magnier Profile

Dr. Baptiste Magnier

at Ecole des Mines d'Alès

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Publications (3)

Proceedings Article | 31 January 2020 Paper

Integrated convolutional neural network model with statistical moments layer for vehicle classification

Amel Tuama, Hasan Abdulrahman, Baptiste Magnier

Proceedings Volume 11433, 1143324 (2020) https://doi.org/10.1117/12.2559375

KEYWORDS: Convolution, Convolutional neural networks, Feature extraction

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Proceedings Article | 21 June 2019 Presentation + Paper

Multiple honey bees tracking and trajectory modeling

Baptiste Magnier, Eliyahou Gabbay, Faysal Bougamale, Behrang Moradi, François Pfister, Pierre Slangen

Proceedings Volume 11059, 110590Z (2019) https://doi.org/10.1117/12.2526120

KEYWORDS: Video, Detection and tracking algorithms, Image processing

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Proceedings Article | 19 February 2013 Paper

Evolution of image regularization with PDEs toward a new anisotropic smoothing based on half kernels

Baptiste Magnier, Philippe Montesinos

Proceedings Volume 8655, 86550M (2013) https://doi.org/10.1117/12.2002439

KEYWORDS: Image processing, Image compression, Palladium, Image enhancement, Image quality, Visualization, Sensors, Anisotropic diffusion, Image fusion, Diffusion

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