Machine Learning with the Chirplet Transform: Radar and Sonar Vision

The chirplet transform captures the true essence of active vision for any radar, sonar, or lidar system.

By building machine learning directly into the mathematical transform, we can get much better results than simply apply machine learning to the radar, sonar, or lidar images themselves! Hence the adaptive chirplet transform as an important step toward achieving Simon Haykin's goal of radar, sonar, or lidar systems capable of cognition [1].

Background reading:

Required reading: Optional readings:

(Picture caption: Chirplet Transform and HuMachine Learning in VR/AR environment with the SYSU x MannLab Lock-In Amplifier)