Using GPS positioning to recover a comprehensive road appearance mosaic
I Sikiric, Ante Majic, Siniša Šegvić · 2011
Abstract—We describe a system that employs a GPS device and a single calibrated camera mounted on a moving vehicle to produce a road appearance map as a comprehensive mosaic of individual orthogonal views. The system first transforms the current image of the road acquired from a driver’s perspective into the orthogonal view by inverse perspective mapping. The orthogonal image is aligned with previously recovered parts of the mosaic with respect to the interpolated GPS coordinates and bearing. Experiments have been performed on videos taken along public roads through Croatian countryside and small cities. The obtained results are provided and discussed. I.