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Omnidirectional DSO: Direct Sparse Odometry With Fisheye Cameras

Omnidirectional DSO: Direct Sparse Odometry With Fisheye Cameras

We propose a novel real-time direct monocular visual odometry for omnidirectional cameras. Our method extends direct sparse odometry (DSO) by using the unified omnidirectional model as a projection function, which can be applied to fisheye cameras with a field-of-view (FoV) well above 180 degrees. This formulation allows for using the …