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Diffstat (limited to 'intern/libmv/libmv/image/sample.h')
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+// Copyright (c) 2007, 2008 libmv authors.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the "Software"), to
+// deal in the Software without restriction, including without limitation the
+// rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+// sell copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in
+// all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
+// IN THE SOFTWARE.
+
+#ifndef LIBMV_IMAGE_SAMPLE_H_
+#define LIBMV_IMAGE_SAMPLE_H_
+
+#include "libmv/image/image.h"
+
+namespace libmv {
+
+/// Nearest neighbor interpolation.
+template<typename T>
+inline T SampleNearest(const Array3D<T> &image,
+ float y, float x, int v = 0) {
+ const int i = int(round(y));
+ const int j = int(round(x));
+ return image(i, j, v);
+}
+
+inline void LinearInitAxis(float x, int size,
+ int *x1, int *x2,
+ float *dx) {
+ const int ix = static_cast<int>(x);
+ if (ix < 0) {
+ *x1 = 0;
+ *x2 = 0;
+ *dx = 1.0;
+ } else if (ix > size - 2) {
+ *x1 = size - 1;
+ *x2 = size - 1;
+ *dx = 1.0;
+ } else {
+ *x1 = ix;
+ *x2 = ix + 1;
+ *dx = *x2 - x;
+ }
+}
+
+/// Linear interpolation.
+template<typename T>
+inline T SampleLinear(const Array3D<T> &image, float y, float x, int v = 0) {
+ int x1, y1, x2, y2;
+ float dx, dy;
+
+ LinearInitAxis(y, image.Height(), &y1, &y2, &dy);
+ LinearInitAxis(x, image.Width(), &x1, &x2, &dx);
+
+ const T im11 = image(y1, x1, v);
+ const T im12 = image(y1, x2, v);
+ const T im21 = image(y2, x1, v);
+ const T im22 = image(y2, x2, v);
+
+ return T( dy * (dx * im11 + (1.0 - dx) * im12) +
+ (1 - dy) * (dx * im21 + (1.0 - dx) * im22));
+}
+
+/// Linear interpolation, of all channels. The sample is assumed to have the
+/// same size as the number of channels in image.
+template<typename T>
+inline void SampleLinear(const Array3D<T> &image, float y, float x, T *sample) {
+ int x1, y1, x2, y2;
+ float dx, dy;
+
+ LinearInitAxis(y, image.Height(), &y1, &y2, &dy);
+ LinearInitAxis(x, image.Width(), &x1, &x2, &dx);
+
+ for (int i = 0; i < image.Depth(); ++i) {
+ const T im11 = image(y1, x1, i);
+ const T im12 = image(y1, x2, i);
+ const T im21 = image(y2, x1, i);
+ const T im22 = image(y2, x2, i);
+
+ sample[i] = T( dy * (dx * im11 + (1.0 - dx) * im12) +
+ (1 - dy) * (dx * im21 + (1.0 - dx) * im22));
+ }
+}
+
+// Downsample all channels by 2. If the image has odd width or height, the last
+// row or column is ignored.
+// FIXME(MatthiasF): this implementation shouldn't be in an interface file
+inline void DownsampleChannelsBy2(const Array3Df &in, Array3Df *out) {
+ int height = in.Height() / 2;
+ int width = in.Width() / 2;
+ int depth = in.Depth();
+
+ out->Resize(height, width, depth);
+
+ // 2x2 box filter downsampling.
+ for (int r = 0; r < height; ++r) {
+ for (int c = 0; c < width; ++c) {
+ for (int k = 0; k < depth; ++k) {
+ (*out)(r, c, k) = (in(2 * r, 2 * c, k) +
+ in(2 * r + 1, 2 * c, k) +
+ in(2 * r, 2 * c + 1, k) +
+ in(2 * r + 1, 2 * c + 1, k)) / 4.0f;
+ }
+ }
+ }
+}
+
+// Sample a region centered at x,y in image with size extending by half_width
+// from x,y. Channels specifies the number of channels to sample from.
+inline void SamplePattern(const FloatImage &image,
+ double x, double y,
+ int half_width,
+ int channels,
+ FloatImage *sampled) {
+ sampled->Resize(2 * half_width + 1, 2 * half_width + 1, channels);
+ for (int r = -half_width; r <= half_width; ++r) {
+ for (int c = -half_width; c <= half_width; ++c) {
+ for (int i = 0; i < channels; ++i) {
+ (*sampled)(r + half_width, c + half_width, i) =
+ SampleLinear(image, y + r, x + c, i);
+ }
+ }
+ }
+}
+
+} // namespace libmv
+
+#endif // LIBMV_IMAGE_SAMPLE_H_