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tfg.geometry.transformation.rotation_matrix_2d.from_euler_with_small_angles_approximation

Converts an angle to a 2d rotation matrix under the small angle assumption.

tfg.geometry.transformation.rotation_matrix_2d.from_euler_with_small_angles_approximation(
    angles: type_alias.TensorLike,
    name: str = 'rotation_matrix_2d_from_euler_with_small_angles_approximation'
) -> tf.Tensor

Under the small angle assumption, \(\sin(x)\) and \(\cos(x)\) can be approximated by their second order Taylor expansions, where \(\sin(x) \approx x\) and \(\cos(x) \approx 1 - \frac{x^2}{2}\). The 2d rotation matrix will then be approximated as

\[ \mathbf{R} = \begin{bmatrix} 1.0 - 0.5\theta^2 & -\theta \\ \theta & 1.0 - 0.5\theta^2 \end{bmatrix}. \]

In the current implementation, the smallness of the angles is not verified.

The resulting matrix rotates points in the \(xy\)-plane counterclockwise.

In the following, A1 to An are optional batch dimensions.

angles A tensor of shape [A1, ..., An, 1], where the last dimension represents a small angle in radians.
name A name for this op that defaults to "rotation_matrix_2d_from_euler_with_small_angles_approximation".

A tensor of shape [A1, ..., An, 2, 2], where the last dimension represents a 2d rotation matrix.

ValueError If the shape of angle is not supported.