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Bug #1991 : fixed gpu interpolation (remap, resize, warp...)

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This commit is contained in:
Vladislav Vinogradov
2012-05-29 11:30:44 +00:00
parent eb4ce67dac
commit 6f32fb025d
3 changed files with 69 additions and 42 deletions
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61
modules/gpu/test/interpolation.hpp
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@@ -54,7 +54,7 @@ template <typename T> struct NearestInterpolator
{
static T getValue(const cv::Mat& src, float y, float x, int c, int border_type, cv::Scalar borderVal = cv::Scalar())
{
return readVal<T>(src, cvFloor(y), cvFloor(x), c, border_type, borderVal);
return readVal<T>(src, cvRound(y), cvRound(x), c, border_type, borderVal);
}
};
@@ -62,9 +62,6 @@ template <typename T> struct LinearInterpolator
{
static T getValue(const cv::Mat& src, float y, float x, int c, int border_type, cv::Scalar borderVal = cv::Scalar())
{
x -= 0.5f;
y -= 0.5f;
int x1 = cvFloor(x);
int y1 = cvFloor(y);
int x2 = x1 + 1;
@@ -83,37 +80,47 @@ template <typename T> struct LinearInterpolator
template <typename T> struct CubicInterpolator
{
static float getValue(float p[4], float x)
static float bicubicCoeff(float x_)
{
return static_cast<float>(p[1] + 0.5 * x * (p[2] - p[0] + x*(2.0*p[0] - 5.0*p[1] + 4.0*p[2] - p[3] + x*(3.0*(p[1] - p[2]) + p[3] - p[0]))));
}
static float getValue(float p[4][4], float x, float y)
{
float arr[4];
arr[0] = getValue(p[0], x);
arr[1] = getValue(p[1], x);
arr[2] = getValue(p[2], x);
arr[3] = getValue(p[3], x);
return getValue(arr, y);
float x = fabsf(x_);
if (x <= 1.0f)
{
return x * x * (1.5f * x - 2.5f) + 1.0f;
}
else if (x < 2.0f)
{
return x * (x * (-0.5f * x + 2.5f) - 4.0f) + 2.0f;
}
else
{
return 0.0f;
}
}
static T getValue(const cv::Mat& src, float y, float x, int c, int border_type, cv::Scalar borderVal = cv::Scalar())
{
int ix = cvRound(x);
int iy = cvRound(y);
const float xmin = ceilf(x - 2.0f);
const float xmax = floorf(x + 2.0f);
float vals[4][4] =
const float ymin = ceilf(y - 2.0f);
const float ymax = floorf(y + 2.0f);
float sum = 0.0f;
float wsum = 0.0f;
for (float cy = ymin; cy <= ymax; cy += 1.0f)
{
{(float)readVal<T>(src, iy - 2, ix - 2, c, border_type, borderVal), (float)readVal<T>(src, iy - 2, ix - 1, c, border_type, borderVal), (float)readVal<T>(src, iy - 2, ix, c, border_type, borderVal), (float)readVal<T>(src, iy - 2, ix + 1, c, border_type, borderVal)},
{(float)readVal<T>(src, iy - 1, ix - 2, c, border_type, borderVal), (float)readVal<T>(src, iy - 1, ix - 1, c, border_type, borderVal), (float)readVal<T>(src, iy - 1, ix, c, border_type, borderVal), (float)readVal<T>(src, iy - 1, ix + 1, c, border_type, borderVal)},
{(float)readVal<T>(src, iy , ix - 2, c, border_type, borderVal), (float)readVal<T>(src, iy , ix - 1, c, border_type, borderVal), (float)readVal<T>(src, iy , ix, c, border_type, borderVal), (float)readVal<T>(src, iy , ix + 1, c, border_type, borderVal)},
{(float)readVal<T>(src, iy + 1, ix - 2, c, border_type, borderVal), (float)readVal<T>(src, iy + 1, ix - 1, c, border_type, borderVal), (float)readVal<T>(src, iy + 1, ix, c, border_type, borderVal), (float)readVal<T>(src, iy + 1, ix + 1, c, border_type, borderVal)},
};
for (float cx = xmin; cx <= xmax; cx += 1.0f)
{
const float w = bicubicCoeff(x - cx) * bicubicCoeff(y - cy);
sum += w * readVal<T>(src, cvFloor(cy), cvFloor(cx), c, border_type, borderVal);
wsum += w;
}
}
return cv::saturate_cast<T>(getValue(vals, static_cast<float>((x - ix + 2.0) / 4.0), static_cast<float>((y - iy + 2.0) / 4.0)));
float res = (!wsum)? 0 : sum / wsum;
return cv::saturate_cast<T>(res);
}
};