ObjectMatch: Robust Registration using Canonical Object Correspondences

Figure 1 . Modern camera pose estimation relies on feature matching between overlapping frames -in this work, we present ObjectMatch to find correspondences between frames with little or no overlap by predicting semantic mappings through canonical object correspondences. The images above share no direct overlap, yet our method establishes indirect correspondences, thus enabling a successful registration.