Thomas J. Fuchs

Autonomous Terrain Classification With Co- and Self-Training Approach

Identifying terrain type is crucial to safely operating planetary exploration rovers. Vision-based terrain classifiers, which are typically trained by thousands of labeled images using machine learning methods, have proven to be particularly successful. However, since planetary rovers are to boldly