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Transforming a 3D vector using matrix 
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#1
Feb1809, 05:13 AM

P: 3

Hi Friends,
I have a problem in transforming a vector in 3d using a matrix. I have two points A, B. Assume origin is O, here A,B ,O are in 3d. First construct a vector AB: OB = OA + AB AB = OB  OA AB = OB + AO I have a 4*4 matrix that gives the transformation matrix(rotation+translation) I need to transform vector AB using this matrix. Currently what I do is transform individual points A , B first and the reconstruct the vector A'B' again (after tranforming) What I want to do is to without doing the above steps, transform the vector as it is (without transforming the individual points). Is this possible? How could I do this computation? I am looking for your reply! thank you. /Gajan 


#2
Feb1809, 06:36 AM

Math
Emeritus
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Thanks
PF Gold
P: 39,363

Using a single 4x4 matrix to do both rotation and translation, you have to use a "projective" space. That means you are representing the point (x,y,z) as the (column) vector [x y z 1] with the provision that [a b c d] is the same as [a/d b/d c/d 1] (d can never be 0). In that case the matrix that rotates, say, [itex]\theta[/itex] degrees about the yaxis and translates by (tx,ty, tz) is
[tex]\begin{bmatrix} cos(\theta) & 0 & sin(\theta) & tx \\ 0 & 1 & 0 & ty \\ sin(\theta) & 0 & cos(\theta) & tz \\ 0 & 0 & 0 & 1\end{bmatrix}[/tex] Notice that in the particular case of [itex]\theta= 0[/itex] where there is no rotation and so a pure translation, this becomes [tex]\begin{bmatrix} 1 & 0 & 0 & tx \\ 0 & 1 & 0 & ty \\ 0 & 0 & 1 & tz \\ 0 & 0 & 0 & 1\end{bmatrix}\begin{bmatrix} x \\ y \\ z \\ 1\end{bmatrix}= \begin{bmatrix} x+ tx \\ y+ ty \\ z+ tz \\ 1\end{bmatrix}[/tex] While if tx= ty= tz= 0 so there is a pure rotation and no translation it is [tex]\begin{bmatrix} cos(\theta) & 0 & sin(\theta) & 0 \\ 0 & 1 & 0 & 0 \\ sin(\theta) & 0 & cos(\theta) & 0 \\ 0 & 0 & 0 & 1\end{bmatrix}\begin{bmatrix} x \\ y \\ z \\ 1\end{bmatrix}= \begin{bmatrix} xcos(\theta) zsin(\theta) \\ y \\ xsin(\theta)+ zcos(\theta)\end{bmatrix}[/tex] I would handle a general rotation as the product of two rotations around coordinate axes. 


#3
Feb1809, 07:40 AM

P: 3

Hi,
First of all thank you for your reply. In my case , I have the matrix in the following form: Transpose matrix of the transformation : M vector :V V * M still is it the same way the matrix product is done? 


#4
Feb1809, 01:19 PM

Math
Emeritus
Sci Advisor
Thanks
PF Gold
P: 39,363

Transforming a 3D vector using matrix
Assuming that you are writing V as a row matrix, yes, swapping "row" and "column" is purely a matter of convention.



#5
Feb1909, 05:46 AM

P: 3

Thanking you. I understand it now.



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