Learning monocular visual odometry through geometry-aware curriculum learning

Inspired by the cognitive process of humans and animals, Curriculum Learning (CL) trains a model by gradually increasing the difficulty of the training data. In this paper, we study whether CL can be applied to complex geometry problems like estimating monocular Visual Odometry (VO). Unlike existing...

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Bibliographic Details
Main Authors: Saputra, M, de Gusmao, P, Wang, S, Markham, A, Trigoni, A
Format: Conference item
Published: IEEE 2019