Sub-pixel Localization of Circular Markers and Its Applications

This study presents a sub-pixel localization method for circular markers using Canny operator edge detection followed by sub-pixel detection via surface fitting. The approach enhances measurement precision through gradient-based edge extraction and curve approximation algorithms.