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August 2, 2025 15:31
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光棱坦克OpenCV提取法
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// SPDX-License-Identifier: MIT | |
#include <algorithm> | |
#include <opencv2/opencv.hpp> | |
int main(int argc, char **argv) { | |
cv::Mat img = cv::imread(argv[1]); | |
cv::Mat img_out(img.rows, img.cols, img.type()); | |
const auto maxrow = img.rows, maxcol = img.cols; | |
// Extract pixels | |
for (int r = 0; r < maxrow; r++) { | |
for (int c = (r % 2 ? 1 : 0); c < maxcol; c += 2) { | |
const auto offset = 3 * (r * maxcol + c); | |
memcpy(img_out.data + offset, img.data + offset, 3); | |
} | |
} | |
// Median filtering | |
int r_max = 0, g_max = 0, b_max = 0; | |
for (int r = 0; r < maxrow; r++) { | |
for (int c = (r % 2 ? 0 : 1); c < img.cols; c += 2) { | |
// Pixel color getter with bound check | |
auto getSafe = [&](int row, int col, int offset) { | |
if (col > maxcol) { | |
col = maxcol - 1; | |
row--; | |
} else if (col < 0) { | |
col = 0; | |
row++; | |
} | |
if (row > maxrow) { | |
row = maxrow - 1; | |
col--; | |
} else if (row < 0) { | |
row = 0; | |
col++; | |
} | |
return img_out.data[(row * maxcol + col) * 3 + offset]; | |
}; | |
const auto offset = 3 * (r * maxcol + c); | |
img_out.data[offset] = (getSafe(r, c - 1, 0) + getSafe(r, c + 1, 0) + | |
getSafe(r - 1, c, 0) + getSafe(r + 1, c, 0)) / 4; | |
img_out.data[offset + 1] = (getSafe(r, c - 1, 1) + getSafe(r, c + 1, 1) + | |
getSafe(r - 1, c, 1) + getSafe(r + 1, c, 1)) / 4; | |
img_out.data[offset + 2] = (getSafe(r, c - 1, 2) + getSafe(r, c + 1, 2) + | |
getSafe(r - 1, c, 2) + getSafe(r + 1, c, 2)) / 4; | |
b_max = std::max(b_max, int(img_out.data[offset])); | |
g_max = std::max(g_max, int(img_out.data[offset + 1])); | |
r_max = std::max(r_max, int(img_out.data[offset + 2])); | |
} | |
} | |
// Auto exposure | |
float r_coeff = 255.0f / r_max, g_coeff = 255.0f / g_max, b_coeff = 255.0f / b_max; | |
for (int r = 0; r < maxrow; r++) { | |
for (int c = 0; c < maxcol; c++) { | |
const auto offset = 3 * (r * maxcol + c); | |
img_out.data[offset] *= b_coeff; | |
img_out.data[offset + 1] *= g_coeff; | |
img_out.data[offset + 2] *= r_coeff; | |
} | |
} | |
cv::imwrite(cv::String(argv[1]) + "out.png", img_out); | |
} |
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