Converting from 2D coordinate Systems

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SUMMARY

This discussion focuses on converting between two 2D coordinate systems using transformation matrices. The user identified corresponding points in both systems and formulated the equation A*x = u, where A represents the transformation matrix. The user inquired about the conditions under which A is a valid transformation matrix and sought alternative methods for determining transformation matrices. MATLAB was mentioned as a tool for solving the equation using the approach A = u*inv(x).

PREREQUISITES
  • Understanding of 2D coordinate systems
  • Familiarity with transformation matrices
  • Basic knowledge of MATLAB programming
  • Concept of matrix inversion
NEXT STEPS
  • Research the conditions for a valid transformation matrix in 2D space
  • Explore alternative methods for calculating transformation matrices, such as least squares fitting
  • Learn about MATLAB's built-in functions for matrix operations
  • Investigate image processing techniques that utilize coordinate transformations
USEFUL FOR

This discussion is beneficial for image processing professionals, data analysts, and anyone involved in geometric transformations within 2D coordinate systems.

quasi426
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I am trying to get from one 2D coordinate system to another 2D coordinate system. I found 2 corresponding points and each system. I did the following:

[a1 a2 ] * [ x1,y1 ] = [u1,v1]
[a3 a4] [ x2,y2] [u2,v2]

or A*x = u

if I use MATLAB to solve A = u*inv(x)

when will A be a valid transformation matrix?
Are there other methods to find transformation matrices?
 
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This is not a homework question, I'm just doing some image processing and just need some help.
 

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