Search Results for author: Amal El Fallah Seghrouchni

Found 4 papers, 2 papers with code

Sliding Window Neural Generated Tracking Based on Measurement Model

no code implementations10 Jun 2023 Haya Ejjawi, Amal El Fallah Seghrouchni, Frederic Barbaresco, Raed Abu Zitar

In the pursuit of further advancement in the field of target tracking, this paper explores the efficacy of a feedforward neural network in predicting drones tracks, aiming to eventually, compare the tracks created by the well-known Kalman filter and the ones created by our proposed neural network.

Model Selection

An optimized fuzzy logic model for proactive maintenance

no code implementations24 Dec 2022 Abdelouadoud Kerarmi, Assia Kamal-idrissi, Amal El Fallah Seghrouchni

Fuzzy logic has been proposed in previous studies for machine diagnosis, to overcome different drawbacks of the traditional diagnostic approaches used.

A Spatio-temporal Deep Learning Approach for Underwater Acoustic Signals Classification

1 code implementation AVSS 2022 Zakaria Alouani, Youssef Hmamouche, Btissam El Khamlichi, Amal El Fallah Seghrouchni

Target recognition from underwater acoustic signals is a major challenge in surveillance systems, especially in military and defense fields.

Audio Classification

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