This article highlights the main challenges and constrains concerning computer vision based navigation systems. A few special conditions in which the systems have to work are pointed out. Different approaches to sense the surrounding environment are reviewed. Finally, the navigation system which incorporates two computer vision techniques: time of flight and stereovision is proposed.
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