Direct Linear Transform

Creator
Creator
Seonglae ChoSeonglae Cho
Created
Created
2023 Apr 6 4:44
Editor
Edited
Edited
2023 May 29 6:3

DLT

only works when the transform function is linear, doesn’t deal well with outliers.
match feature points
노이즈가 많은 이미지에서 정확도가 떨어질 수
notion image

Solving

Given , solve for H such that
  1. For each correspondence, create 2x9 matrix
  1. Concatenate into single 2n x 9 matrix
  1. Compute SVD of
  1. Store singular vector of the smallest singular value
  1. Reshape to get
 

RANSAC
loop

make good to outliers
  1. Get four points correspondences (randomly)
  1. Compute H using DLT
  1. Count inliers
  1. Keep H if largest number of inliers
 
 
 
 
 
 

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