Vision Based Navigation System for Autonomous Mobile Robot. Locomotive Experiments Based on Variable Template Matching.
Yasunori Abe, Toshio Fukuda, Masaru Shikano, Fumihito Arai, Yoshio Tanaka · JSME International Journal Series C · 2000
We have previously developed a navigation system for autonomous mobile robots. It can find landmarks on the ceiling to move and work. However it is impossible to recognize landmark in case that the size of landmark is different from the size of template. In such cases, the robot cannot continue to work. Therefor we proposed Variable Template Matching (VTM) which makes it possible to recognize landmarks of different sizes. We realize VTM by using the optimization method that is called Evolution Strategy (ES). The robot can recognize the landmark faster by binary density projection to infer landmark parameters. Minus Fuzzy Template is useful for the robot to avoid misidentifying.