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rotation operator associated with images is represented in images by the matrix images, which is designated as the kth basic rotation matrix. It is expressed as follows:

equation

      (2.28)equation

      Referring to Section for the discussion about the basic column matrix images, it is to be noted that, just like images, the basic rotation matrix images is also an entity that is not associated with any reference frame. This is because images represents the rotation operator images in its own frame images, whatever images is. In other words,

      (2.29)equation

      By using Eqs., images can be expressed in three equivalent ways as shown in the following equations.

      (2.31)equation

      (2.32)equation

      (2.33)equation

      (2.34)equation

      (2.35)equation

      Suppose a vector images is first rotated into a vector images and then images is rotated into another vector images. These two successive rotations can be described as indicated below.

      (2.36)equation

      (2.37)equation

      The following matrix equations can be written for the rotational steps described above as observed in a reference frame images.

      (2.38)equation

      (2.41)equation

      As a general notational feature, the rotation matrix between images and images can be denoted by two alternative but equivalent symbols, which are shown below.

      (2.42)equation

      Although images and images are mathematically equivalent, their verbal descriptions are not the same. images is called a rotation matrix that describes the rotation of images into images, whereas images is called an orientation matrix that describes the relative orientation of images with respect to images.

      In a case of m successive rotational steps, the following equations can be written by using the alternative notations described above.

      (2.43)equation

      (2.44)equation

      (2.45)equation

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