Apply rotate -90 to the following 8-bit greyscale image matrix: L = [[1, 2, 3], [4, 5, 6], [7, 8, 9]]
Understand the Problem
The question is asking to perform a rotation of -90 degrees on an 8-bit greyscale image represented by a matrix. To solve it, we will need to understand how to manipulate matrix indices to reflect the rotation.
Answer
$$ \begin{bmatrix} 3 & 6 & 9 \\ 2 & 5 & 8 \\ 1 & 4 & 7 \end{bmatrix} $$
Answer for screen readers
The rotated matrix is: $$ L_{rotated} = \begin{bmatrix} 3 & 6 & 9 \ 2 & 5 & 8 \ 1 & 4 & 7 \end{bmatrix} $$
Steps to Solve
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Understanding the Rotation To rotate a matrix by -90 degrees, the first row becomes the last column, the second row becomes the second-last column, and so on.
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Matrix Representation The original matrix is: $$ L = \begin{bmatrix} 1 & 2 & 3 \ 4 & 5 & 6 \ 7 & 8 & 9 \end{bmatrix} $$
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Determine the New Indices For a -90-degree rotation, the new position of an element located at position $(i, j)$ in the original matrix will move to position $(j, n-1-i)$ in the new matrix, where $n$ is the number of rows (or columns since it's a square matrix).
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Applying the New Positions For the given matrix, $n = 3$. Thus, for each element:
- $(0, 0) \rightarrow (0, 2)$
- $(0, 1) \rightarrow (1, 2)$
- $(0, 2) \rightarrow (2, 2)$
- $(1, 0) \rightarrow (0, 1)$
- $(1, 1) \rightarrow (1, 1)$
- $(1, 2) \rightarrow (2, 1)$
- $(2, 0) \rightarrow (0, 0)$
- $(2, 1) \rightarrow (1, 0)$
- $(2, 2) \rightarrow (2, 0)$
- Constructing the Rotated Matrix Using the new indices:
- Position $(0, 2)$ is 1
- Position $(1, 2)$ is 4
- Position $(2, 2)$ is 7
- Position $(0, 1)$ is 2
- Position $(1, 1)$ is 5
- Position $(2, 1)$ is 8
- Position $(0, 0)$ is 3
- Position $(1, 0)$ is 6
- Position $(2, 0)$ is 9
This gives the new matrix: $$ L_{rotated} = \begin{bmatrix} 3 & 6 & 9 \ 2 & 5 & 8 \ 1 & 4 & 7 \end{bmatrix} $$
The rotated matrix is: $$ L_{rotated} = \begin{bmatrix} 3 & 6 & 9 \ 2 & 5 & 8 \ 1 & 4 & 7 \end{bmatrix} $$
More Information
This rotation effectively turns the matrix to face a new orientation. Each number retains its value but changes its position according to the specified rotation.
Tips
- Incorrect Indexing: Forgetting how to correctly calculate the new indices can result in misplaced values.
- Confusing Clockwise and Counterclockwise: Make sure you are aware of the direction of rotation (negative for counterclockwise and positive for clockwise).
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