To conclude, we have presented a method for image-based mobile robot localisation which exhibits many advantages over both traditional triangulation and optimisation methods and recent feature-based and principal components methods. This was achieved by exploiting the strengths of both solution domains. Experimental results indicate that the method is very promising for practical, real-world implementation. Future work will be directed towards realising this goal.