Fig. 1

The proposed relative pose estimate pipeline, with three steps: preparation (orange rectangle), pose regression (blue rectangle), and pose hypothesis filtering (purple rectangle). We use a siamese network architecture to fuse semantic information and extract features, then estimate relative pose by correlating features, and finally predict absolute pose via hypothesis filtering