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Unsupervised Monocular Depth and Ego-Motion Learning With Structure and Semantics

Unsupervised Monocular Depth and Ego-Motion Learning With Structure and Semantics

We present an approach which takes advantage of both structure and semantics for unsupervised monocular learning of depth and ego-motion. More specifically we model the motions of individual objects and learn their 3D motion vector jointly with depth and ego-motion. We obtain more accurate results, especially for challenging dynamic scenes …