The Least Squares method will consider all the points with equal importance. We can clearly see that the resulting line is visibly skewed towards the outliers. The example shown above exhibits how ...

Context: In computer vision and image processing, accurately detecting features and fitting models to noisy data with outliers is a common challenge. Problem: Traditional algorithms like the Hough ...