remove border more robustly
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@ -241,7 +241,7 @@ int perfromOperation(int operation, char** fileNames, const Config& config)
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if(config.simpleStich)
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out = simpleStich(remapedImages);
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else
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out = stich(remapedImages);
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out = stich(remapedImages, true);
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if(config.verbose)
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{
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@ -328,30 +328,27 @@ bool deleteEmptyCols(cv::Mat& mat)
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return false;
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}
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void removeEmptyFrontBackCols(cv::Mat& mat)
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void removeSparseCols(cv::Mat& mat, bool front)
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{
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assert(mat.type() == CV_32FC1);
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int front = 0;
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int back = 0;
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int count = 0;
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for(int y = 0; y < mat.rows; ++y)
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{
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if(mat.at<float>(y,0) >= 0) ++front;
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if(mat.at<float>(y,mat.cols-1) >= 0) ++back;
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if(front && mat.at<float>(y,0) >= 0) ++count;
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else if(mat.at<float>(y,mat.cols-1) >= 0) ++count;
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}
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Log(Log::DEBUG)<<__func__<<" front: "<<front<<" back "<<back;
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cv::Rect roi;
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bool frontRej = (front < mat.rows/2);
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bool backRej = (back < mat.rows/2);
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roi.x=frontRej;
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bool rej = (count < mat.rows/2);
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roi.x=front ? rej : 0;
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roi.y=0;
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roi.width = mat.cols - backRej - frontRej;
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roi.width = mat.cols - rej;
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roi.height = mat.rows;
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mat = mat(roi);
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if(frontRej || backRej) removeEmptyFrontBackCols(mat);
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if(rej)
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removeSparseCols(mat, front);
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}
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static float linInterpolate(float A, float B, float x)
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{
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return A * (1.0f - x) + B * x;
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@ -362,12 +359,12 @@ template <typename Type> static Type resizePointBilinear(const cv::Mat& inImage,
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{
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int u0 = static_cast<int>(scaledX);
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int v0 = static_cast<int>(scaledY);
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int u1 = std::min(inImage.cols-1, static_cast<int>(scaledX+1));
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int u1 = std::min(inImage.cols-1, static_cast<int>(scaledX)+1);
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int v1 = v0;
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int u2 = u0;
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int v2 = std::min(inImage.rows-1, static_cast<int>(scaledY+1));
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int u3 = std::min(inImage.cols-1, static_cast<int>(scaledX+1));
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int v3 = std::min(inImage.rows-1, static_cast<int>(scaledY+1));
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int v2 = std::min(inImage.rows-1, static_cast<int>(scaledY)+1);
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int u3 = std::min(inImage.cols-1, static_cast<int>(scaledX)+1);
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int v3 = std::min(inImage.rows-1, static_cast<int>(scaledY)+1);
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float col0 = linInterpolate(inImage.at<Type>(v0, u0), inImage.at<Type>(v1, u1), xFrac);
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float col1 = linInterpolate(inImage.at<Type>(v2, u2), inImage.at<Type>(v3, u3), xFrac);
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@ -389,7 +386,7 @@ template <typename Type> static void resize(const cv::Mat& inImage, cv::Mat& out
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for (int x = 0; x < outImage.cols; x++)
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{
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float scaledX = x * scaleX;
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float xFrac = scaledX - static_cast<int>(scaledX);
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float xFrac = scaledX - (static_cast<int>(scaledX));
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outImage.at<Type>(y, x) = resizePointBilinear<Type>(inImage, scaledX, scaledY, xFrac, yFrac);
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}
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@ -402,6 +399,8 @@ bool bilinearResize(const cv::Mat& inImage, cv::Mat& outImage, const cv::Size si
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size.width < 2 || size.height < 2 || inImage.cols < 2 || inImage.rows < 2)
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return false;
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std::cout<<"size: "<<size.height<<' '<<size.width<<'\n';
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outImage = cv::Mat::zeros(size.height, size.width, inImage.type());
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if(inImage.type() == CV_8U)
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@ -45,7 +45,7 @@ bool findDeadSpace(const cv::Mat& mat, cv::Rect& roi);
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bool deleteEmptyCols(cv::Mat& mat);
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void removeEmptyFrontBackCols(cv::Mat& mat);
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void removeSparseCols(cv::Mat& mat, bool front);
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bool bilinearResize(const cv::Mat& inImage, cv::Mat& outImage, cv::Size size);
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@ -95,10 +95,13 @@ bool createRemapMap(const cv::Mat& image, RemapMap& out, const std::vector<Detec
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sortIntoRemapMaps(points, out.xMat, out.yMat, out.topLeftCoordinate);
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Log(Log::DEBUG)<<__func__<<": xMat raw\n"<<out.xMat;
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removeEmptyFrontBackCols(out.xMat);
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removeEmptyFrontBackCols(out.yMat);
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deleteEmptyCols(out.xMat);
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deleteEmptyCols(out.yMat);
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int cols = out.xMat.cols;
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removeSparseCols(out.xMat, true);
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out.topLeftCoordinate.x += cols-out.xMat.cols;
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removeSparseCols(out.xMat, false);
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removeSparseCols(out.yMat, true);
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removeSparseCols(out.yMat, false);
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Log(Log::DEBUG)<<__func__<<": xMat rejcted\n"<<out.xMat;
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fillMissing(out.xMat);
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Log(Log::DEBUG)<<__func__<<": xMat filled\n"<<out.xMat;
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@ -165,18 +168,15 @@ RemapedImage applyRemap(const cv::Mat& image, const RemapMap &map)
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cv::resize(map.xMat, xMapResized, outputSize, cv::INTER_LINEAR);
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cv::resize(map.yMat, yMapResized, outputSize, cv::INTER_LINEAR);
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cv::Rect roi;
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cv::Mat xMapRed;
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cv::Mat yMapRed;
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if(findDeadSpace(xMapResized, roi))
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cv::Rect noBorderRoi(map.outputCellSize/2, map.outputCellSize/2,
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outputSize.width-map.outputCellSize, outputSize.height-map.outputCellSize);
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cv::Mat xMapRed = xMapResized(noBorderRoi);
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cv::Mat yMapRed = yMapResized(noBorderRoi);
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cv::Rect deadRoi;
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if(findDeadSpace(xMapResized, deadRoi))
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{
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xMapRed = xMapResized(roi);
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yMapRed = yMapResized(roi);
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}
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else
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{
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xMapRed = xMapResized;
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yMapRed = yMapResized;
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xMapRed = yMapRed(deadRoi);
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yMapRed = yMapRed(deadRoi);
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}
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cv::remap(image, out.image, xMapRed, yMapRed, cv::INTER_LINEAR);
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out.origin = cv::Point2i(map.topLeftCoordinate.x*map.outputCellSize, map.topLeftCoordinate.y*map.outputCellSize);
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