Pre and Post Multiplication World Space Transform Matrix ambiguity

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I'm currently studying about world space transformation matrices and encountered some confusion regarding their application in different matrix orders (row major vs column major).

Context

  • In row major order, a point is represented as [x,y,z]
  • In column major order, the same point is represented as [[x], [y], [z]]

World Space Transformation

  • For column major order, we use post-multiplication: P1 = WST * p1 = S * Rx * Ry * Rz * T * p1
  • For row major order, it's we use pre-multiplication: P2 = p2 * WST = p2 * T * Rz * Ry * Rx * S

However, I feel, for row major it should instead be: P2 = p2 * WST' = p2 * T' * Rz' * Ry' * Rx' * S where ' denotes transpose of the matrix.

My Reasoning

Both P1 and P2 represent the same transformed point, just in different orders (column major vs row major).

So, P2 = P1' = (S * Rx * Ry * Rz * T * p1)'

Since, (AB)' = B'A'

We can say that, P1 = p1' * T * Rz * Ry * Rx * S = p2 * T * Rz * Ry * Rx * S (as p1' = p2)

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