This work proposes a new technique for object recognition based on histogram comparison by means of Chi-Square distance and polar coordinates, applied to the particular problem of artificial landmark recognition for mobile robot navigation. This scheme makes our approach less sensitive to some shape alterations, rotation and displacement, and also simpler than other recognition methods. The experiments prove that this technique achieves an high number of right guesses when the landmark database is large enough.