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Software Development
Integration with Manipulate
Use CUDA functions in
Manipulate
to create an interactive user interface.
In[1]:=
X
(* Normalize a matrix by the sum of total elements *) NormalizeMatrix[m_?MatrixQ] := Block[{sum = Total[m, 2]}, m/sum]; (* Add n clamped (repeating the last) pad in each direction *) ClampPad[m_?ArrayQ, n_Integer?Positive] := Module[{d1, d2}, {d1, d2} = Dimensions[m, 2]; With[{p = Map[PadRight[PadLeft[#, d2 + n, {First[#]}], d2 + 2 n, {Last[#]}] &, m, {1}]}, PadRight[PadLeft[p, d1 + n, {First[p]}], d1 + 2 n, {Last[p]}]]]; ClampPad[m_?ArrayQ, __] := m; Manipulate[Module[{s = (n - 1)/2, m, slope}, slope = Tan[d \[Degree]]; Column[{ Which[ slope === ComplexInfinity, m = SparseArray[{_, s + 1} -> 1., {n, n}, 0.], Abs@slope <= 1, m = Reverse[Transpose@SparseArray[Join[ Cases[Table[{i + s + 1, Floor[i slope] + s + 1} -> N@(1 - (i slope - Floor[i slope])), {i, -s, s}], Except[_ -> 0.]], Cases[Table[{i + s + 1, Floor[i slope] + s + 2} -> N@((i slope - Floor[i slope])), {i, -s, s}], Except[_ -> 0.]]], {n, n}, 0.], 1], True, m = Reverse[Transpose@SparseArray[Join[ Cases[Table[{Floor[j/slope] + s + 1, j + s + 1} -> N@(1 - (j /slope - Floor[j/slope])), {j, -s, s}], Except[_ -> 0.]], Cases[Table[{Floor[j/slope] + s + 2, j + s + 1} -> N@((j/ slope - Floor[j/slope])), {j, -s, s}], Except[_ -> 0.]]], {n, n}, 0.], 1] ]; Style[Grid[{ {"Kernel", Spacer[15], "Result"}, {MatrixPlot[m, Mesh -> All], Spacer[15], Image[CUDAImageConvolve[\!\(\* GraphicsBox[ TagBox[RasterBox[CompressedData[" 1:eJzsnQdcU1fDh+NAkL1FxC3iZClO9t4jJEDYyN6I4l6ttsoKBBDc1VZta/fe UyFkMVyAjOzcbAKICNrynZDK6/tq+pUaCOh9fv+mNyHenJx7zpNzT27uXbwt F7ltBgKB8JuGQIjBf9JlHo9Ho9G6urrodDp1BNkCTUlQYaYUY92O8HZ/NYG3 u2LpegZQmS0tLXfu3Gltbb07gmyhRUHchYGBeeW5LQdll+vlAcgcaFxWpeAW LI8uKAR5W1AeinpdmIlhrNtxrO0B5uVAnn+UXa6JZvz6HRiTywbh4FY2im5r a1PUgPxfjMkV+NIwE8BYt+NY2wMMzMvE+PVEKpV6d+STsWVkjgUwugADM2FM +OAIBkYJKKq/PPsZITP5nScCl31qPPeZ/44XLyHMZGas2/EFGi/MFEbeSFLZ 5Zpoxq8n0ul02ezK6KSKbKFVQYzf3gQMDMxUQZ5/lF2uqcqzppU3u6KoVxzr J4tSPzBhxsxYtyO83V9N5PlB2eWaqjzbg+SNyac6Y/0EgYGBgZm6wCaHgYGB merAJoeBgYGZ6oz38eTKQtn1CgMDAzNxwCaHgYGBmeq8rLMrMDAwMK8OsMlh 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