Illumination-Aware Active Perception for Spacecraft Inspection
The framework replaces simple geometric visibility checks with a learned measure of camera information derived from a classifier VAE operating directly on images. This approach learns illumination effects like shadow and reflection, resulting in significantly better detection of spacecraft components under harsh orbital lighting compared to traditional methods.