On Designing Consistent Covariance Recovery from a Deep Learning Visual Odometry Engine

Jagatpreet Singh Nir, Dennis Giaya, Hanumant Singh

Deep learning techniques have significantly advanced in providing accurate visual odometry solutions by leveraging large datasets. However, generating uncertainty estimates for the…