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@ -379,31 +379,16 @@ std::pair<double, double> merge::getNoiseParams( int ISO, \
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double lambda_shot, lambda_read;
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double lambda_shot, lambda_read;
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std::tie(lambda_shot, lambda_read) = burst_images.bayer_images[burst_images.reference_image_idx].get_noise_params();
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std::tie(lambda_shot, lambda_read) = burst_images.bayer_images[burst_images.reference_image_idx].get_noise_params();
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// Obtain Reference tiles
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// Call merge on each channel
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cv::Mat reference_image = burst_images.grayscale_images_pad[burst_images.reference_image_idx];
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cv::Mat reference_image = burst_images.bayer_images_pad[burst_images.reference_image_idx];
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std::vector<cv::Mat> reference_tiles = getReferenceTiles(reference_image);
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reference_image.convertTo(reference_image, CV_32F);
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// Temporal Denoising
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// Get Channels
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// cv::Mat channel_0(reference_image.rows, reference_image.cols, CV_32F, (uchar*)reference_image.data, 2 * sizeof(float));
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// Spatial Denoising
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// Process tiles through 2D cosine window
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std::vector<cv::Mat> windowed_tiles;
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for (auto tile : reference_tiles) {
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windowed_tiles.push_back(cosineWindow2D(tile));
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}
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// Merge tiles
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cv::Mat merged = mergeTiles(windowed_tiles, reference_image.rows, reference_image.cols);
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// cv::Mat outputImg = reference_image.clone();
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// cv::cvtColor(outputImg, outputImg, cv::COLOR_GRAY2RGB);
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// cv::cvtColor(outputImg, outputImg, cv::COLOR_GRAY2RGB);
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// cv::imwrite("ref.jpg", outputImg);
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// cv::Mat outputImg1 = reference_tiles[0].clone();
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//cv::Mat merged_channel = processChannel(burst_images, alignments, channel_0);
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// cv::Mat outputImg1 = cosineWindow2D(reference_tiles[0].clone());
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// cv::Mat outputImg1 = cat2Dtiles(tiles_2D);
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// cv::cvtColor(outputImg1, outputImg1, cv::COLOR_GRAY2RGB);
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// cv::imwrite("tile0.jpg", outputImg1);
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}
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}
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std::vector<cv::Mat> merge::getReferenceTiles(cv::Mat reference_image) {
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std::vector<cv::Mat> merge::getReferenceTiles(cv::Mat reference_image) {
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@ -470,4 +455,34 @@ cv::Mat merge::mergeTiles(std::vector<cv::Mat> tiles, int num_rows, int num_cols
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return img_original;
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return img_original;
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}
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}
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cv::Mat merge::processChannel( const hdrplus::burst& burst_images, \
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std::vector<std::vector<std::vector<std::pair<int, int>>>>& alignments, \
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cv::Mat channel_image) {
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std::vector<cv::Mat> reference_tiles = getReferenceTiles(channel_image);
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// Temporal Denoising
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// Spatial Denoising
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// Process tiles through 2D cosine window
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std::vector<cv::Mat> windowed_tiles;
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for (auto tile : reference_tiles) {
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windowed_tiles.push_back(cosineWindow2D(tile));
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}
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// Merge tiles
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cv::Mat merged = mergeTiles(windowed_tiles, channel_image.rows, channel_image.cols);
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// cv::Mat outputImg = channel_image.clone();
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// cv::cvtColor(outputImg, outputImg, cv::COLOR_GRAY2RGB);
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// cv::imwrite("ref.jpg", outputImg);
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// cv::Mat outputImg1 = reference_tiles[0].clone();
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// cv::Mat outputImg1 = cosineWindow2D(reference_tiles[0].clone());
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// cv::Mat outputImg1 = cat2Dtiles(tiles_2D);
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// cv::cvtColor(merged, merged, cv::COLOR_GRAY2RGB);
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// cv::imwrite("tile0.jpg", merged);
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return merged;
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}
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} // namespace hdrplus
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} // namespace hdrplus
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