所以我试图从OpencCV中生成的直方图中获取实际数据。我正在使用位于here的代码,如下所示。但是,我并不完全知道如何从此Mat
获取数据。我看到了这个post,但帖子使用hist.get(i, 0)
来获取直方图数据。但是,我的直方图Mat
只包含1行...和16384列。相关代码如下。
static Mat spatial_histogram(InputArray _src, int numPatterns,
int grid_x, int grid_y, bool /*normed*/)
{
Mat src = _src.getMat();
// calculate LBP patch size
int width = src.cols/grid_x;
int height = src.rows/grid_y;
// allocate memory for the spatial histogram
Mat result = Mat::zeros(grid_x * grid_y, numPatterns, CV_32FC1);
// return matrix with zeros if no data was given
if(src.empty())
return result.reshape(1,1);
// initial result_row
int resultRowIdx = 0;
// iterate through grid
for(int i = 0; i < grid_y; i++) {
for(int j = 0; j < grid_x; j++) {
Mat src_cell = Mat(src, Range(i*height,(i+1)*height), Range(j*width,(j+1)*width));
Mat cell_hist = histc(src_cell, 0, (numPatterns-1), true);
// copy to the result matrix
Mat result_row = result.row(resultRowIdx);
cell_hist.reshape(1,1).convertTo(result_row, CV_32FC1);
// increase row count in result matrix
resultRowIdx++;
}
}
// return result as reshaped feature vector
return result.reshape(1,1);
}
result
变为Mat
,大小为1 x 16384,Mat
中的值很稀疏......那么我如何获得正确的直方图数据呢?