InstanceVO: Self-Supervised Semantic Visual Odometry by Using Metric Learning to Incorporate Geometrical Priors in Instance Objects

Visual odometry is one of the key technologies for unmanned ground vehicles. To improve the robustness of the systems and enable intelligent tasks, researchers introduced learning-based recognition modules into visual odometry systems, but didn't realize tight coupling between visual odometry s...

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