Dr. Rostom Kachouri Profile

Dr. Rostom Kachouri

at ESIEE Paris

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Author

Publications (5)

Proceedings Article | 20 May 2020 Paper

Computational aspects of deep learning models for detection of eye retina abnormalities

M. Akil, Y. Elloumi, R. Kachouri

Proceedings Volume 11401, 1140109 (2020) https://doi.org/10.1117/12.2557601

KEYWORDS: Eye models, Performance modeling, Data modeling, Convolution, Eye, Retina

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Proceedings Article | 22 April 2020 Presentation + Paper

A deep learning-based smartphone app for real-time detection of five stages of diabetic retinopathy

S. Majumder, Y. Elloumi, M. Akil, R. Kachouri, N. Kehtarnavaz

Proceedings Volume 11401, 1140106 (2020) https://doi.org/10.1117/12.2557554

KEYWORDS: Neural networks, Eye, Cameras, Retina, Image classification, Image processing

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Proceedings Article | 1 May 2017 Presentation + Paper

A comparison study between MLP and convolutional neural network models for character recognition

S. Ben Driss, M. Soua, R. Kachouri, M. Akil

Proceedings Volume 10223, 1022306 (2017) https://doi.org/10.1117/12.2262589

KEYWORDS: Optical character recognition, Neural networks, Systems modeling, Network architectures, Convolutional neural networks, Convolution, Data modeling, Image classification, Neurons, Visualization

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Proceedings Article | 1 May 2017 Presentation + Paper

Real-time text extraction based on the page layout analysis system

M. Soua, A. Benchekroun, R. Kachouri, M. Akil

Proceedings Volume 10223, 1022305 (2017) https://doi.org/10.1117/12.2262364

KEYWORDS: Image processing, Video processing, Optical character recognition, Detection and tracking algorithms, Logic, Image enhancement, Binary data, Neodymium, Computer programming, Statistical analysis, Image segmentation

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Proceedings Article | 27 February 2015 Paper

Hardware design to accelerate PNG encoder for binary mask compression on FPGA

Rostom Kachouri, Mohamed Akil

Proceedings Volume 9400, 940003 (2015) https://doi.org/10.1117/12.2076483

KEYWORDS: Binary data, Computer programming, Image compression, Field programmable gate arrays, Image processing, Computer architecture, Associative arrays, Signal processing, Niobium, Visualization

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