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To filter out incorrect your matches you can use epipolar constraint.
Use findFundamentalMat function with FM_RANSAC estimation method to estimate fundamental matrix based on matching points from 2 images. RANSAC can deal with situation when you have many outliers.
The function returs estimated fundamental matrix and a vector indicating which pair of matching points is inlier and which is outlier.
