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Speedup moments_central function
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@@ -79,11 +79,15 @@ def moments_central(double[:, :] image, double cr, double cc,
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"""
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cdef Py_ssize_t p, q, r, c
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cdef double[:, ::1] mu = np.zeros((order + 1, order + 1), dtype=np.double)
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for p in range(order + 1):
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for q in range(order + 1):
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for r in range(image.shape[0]):
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for c in range(image.shape[1]):
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mu[p, q] += image[r, c] * (r - cr) ** q * (c - cc) ** p
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cdef double val, dr, dc
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for r in range(image.shape[0]):
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dr = r - cr
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for c in range(image.shape[1]):
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dc = c - cc
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val = image[r, c]
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for p in range(order + 1):
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for q in range(order + 1):
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mu[p, q] += val * dr ** q * dc ** p
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return np.asarray(mu)
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