Autonomous mobile robots are becoming increasingly important in many industrial and domestic environments. Dealing with unforeseen situations is a difficult problem that must be tackled to achieve long-term robot autonomy. In vision-based localization navigation methods, one of the major issues scene dynamics. The autonomous operation may become unreliable if changes occurring dynamic environme...