This survey addresses the existing state of knowledge related to vision-based mobile robots, especially including their background\r\nand history, current trends, and mapless navigation. This paper not only discusses studies relevant to vision-based mobile robot\r\nsystems but also critically evaluates the methodologies which have been developed and that directly affect such systems.
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