An accurate non-iterative localization algorithm for large spaces is p
roposed. It consists of an exact-form solution of camera location inse
nsitive to image error, a guide-mark of nested square patterns, and co
nversion of actual to pinhole image. By simulation and experimental re
sults, we show that the proposed algorithm is more accurate than other
s and stably accurate in large spaces.