Serge Fabre

About Me

Research Engineer with 25 years of industry experience in the fields of audio, mobile telecommunications, and space technologies, specialized in machine learning, signal processing, and image processing. He received his Engineering degree in signal and image processing and his Master’s degree in image processing from ENSEEIHT, Toulouse, France, in 1994.

Projects

• Ambient noise cancellation in an automated electromagnetic compatibility measurement system for outdoor sites
• Automatic AIS boat trajectories monitoring with machine learning
• Transfer learning applied on Satellite telemetry anomalies detection
• Satellite Orbit anomaly detection using Two-line element sets (TLE’s)
• YOLO object detection in garbage images with Deep Learning
• Clouds detection in satellite images with Deep Learning
• Filter identification with cepstral methods
• GMSK demodulation with neural networks
• Detecting flight trajectory anomalies with machine learning methods
• Spectrum analysis on altimetric satellite signals with warping frequency techniques
• Objects detection and classification on radar signals using neural networks, support vector machine, random forest

Publications

Teaching

• C/C++ - Engineering 3A :
Lecture, tutorials and project.

• Digital signal processer - Engineering 4A :
tutorials and project.

• Digital signal processer - Engineering 3A :
tutorials and project.

Contact

Email: [javascript protected email address]

LinkedIn: LinkedIn Profile