The invention relates to the technical field of
computer vision and positioning, in particular to a tight
coupling method for vision relative positioning and
absolute positioning. The technical problems that in the application process of a
visual positioning method in the prior art, the
visual positioning method depends on a holder, information utilization is insufficient, and the
adaptive capacity is poor are solved. According to the technical scheme, the tight
coupling method for visual relative positioning and
absolute positioning comprises a visual relative positioning step, a
reference image obtaining step, a real-time image preprocessing step, a
feature matching step and an optimization step, in the
feature matching step,
feature matching is conducted on a preprocessed real-time image and a
reference image, a
homography matrix is calculated, and the real-time image and the
reference image are optimized; mapping feature points on the real-time image to a world coordinate
system in the visual relative positioning step; according to the method, visual
absolute positioning and relative positioning are tightly coupled under a
factor graph framework, and meanwhile, position, attitude and scale parameters are optimized, so that high-precision and high-robustness positioning is realized.