Reading and Writing Images
imdecode
Reads an image from a buffer in memory.
The function reads an image from the specified buffer in the memory. If the buffer is too short or contains invalid data, the empty matrix/image is returned.
See :ocv:func:`imread` for the list of supported formats and flags description.
Note
In the case of color images, the decoded images will have the channels stored in B G R
order.
imencode
Encodes an image into a memory buffer.
The function compresses the image and stores it in the memory buffer that is resized to fit the result. See :ocv:func:`imwrite` for the list of supported formats and flags description.
Note
cvEncodeImage
returns single-row matrix of type CV_8UC1
that contains encoded image as array of bytes.
imread
Loads an image from a file.
The function imread
loads an image from the specified file and returns it. If the image cannot be read (because of missing file, improper permissions, unsupported or invalid format), the function returns an empty matrix ( Mat::data==NULL
). Currently, the following file formats are supported:
- Windows bitmaps -
*.bmp, *.dib
(always supported)- JPEG files -
*.jpeg, *.jpg, *.jpe
(see the Notes section)- JPEG 2000 files -
*.jp2
(see the Notes section)- Portable Network Graphics -
*.png
(see the Notes section)- WebP -
*.webp
(see the Notes section)- Portable image format -
*.pbm, *.pgm, *.ppm
(always supported)- Sun rasters -
*.sr, *.ras
(always supported)- TIFF files -
*.tiff, *.tif
(see the Notes section)
Note
- The function determines the type of an image by the content, not by the file extension.
- On Microsoft Windows* OS and MacOSX*, the codecs shipped with an OpenCV image (libjpeg, libpng, libtiff, and libjasper) are used by default. So, OpenCV can always read JPEGs, PNGs, and TIFFs. On MacOSX, there is also an option to use native MacOSX image readers. But beware that currently these native image loaders give images with different pixel values because of the color management embedded into MacOSX.
- On Linux*, BSD flavors and other Unix-like open-source operating systems, OpenCV looks for codecs supplied with an OS image. Install the relevant packages (do not forget the development files, for example, "libjpeg-dev", in Debian* and Ubuntu*) to get the codec support or turn on the
OPENCV_BUILD_3RDPARTY_LIBS
flag in CMake.
Note
In the case of color images, the decoded images will have the channels stored in B G R
order.
imwrite
Saves an image to a specified file.
The function imwrite
saves the image to the specified file. The image format is chosen based on the filename
extension (see
:ocv:func:`imread` for the list of extensions). Only 8-bit (or 16-bit unsigned (CV_16U
) in case of PNG, JPEG 2000, and TIFF) single-channel or 3-channel (with 'BGR' channel order) images can be saved using this function. If the format, depth or channel order is different, use
:ocv:func:`Mat::convertTo` , and
:ocv:func:`cvtColor` to convert it before saving. Or, use the universal :ocv:class:`FileStorage` I/O functions to save the image to XML or YAML format.
It is possible to store PNG images with an alpha channel using this function. To do this, create 8-bit (or 16-bit) 4-channel image BGRA, where the alpha channel goes last. Fully transparent pixels should have alpha set to 0, fully opaque pixels should have alpha set to 255/65535. The sample below shows how to create such a BGRA image and store to PNG file. It also demonstrates how to set custom compression parameters
#include <vector>
#include <stdio.h>
#include <opencv2/opencv.hpp>
using namespace cv;
using namespace std;
void createAlphaMat(Mat &mat)
{
for (int i = 0; i < mat.rows; ++i) {
for (int j = 0; j < mat.cols; ++j) {
Vec4b& rgba = mat.at<Vec4b>(i, j);
rgba[0] = UCHAR_MAX;
rgba[1] = saturate_cast<uchar>((float (mat.cols - j)) / ((float)mat.cols) * UCHAR_MAX);
rgba[2] = saturate_cast<uchar>((float (mat.rows - i)) / ((float)mat.rows) * UCHAR_MAX);
rgba[3] = saturate_cast<uchar>(0.5 * (rgba[1] + rgba[2]));
}
}
}
int main(int argv, char **argc)
{
// Create mat with alpha channel
Mat mat(480, 640, CV_8UC4);
createAlphaMat(mat);
vector<int> compression_params;
compression_params.push_back(CV_IMWRITE_PNG_COMPRESSION);
compression_params.push_back(9);
try {
imwrite("alpha.png", mat, compression_params);
}
catch (runtime_error& ex) {
fprintf(stderr, "Exception converting image to PNG format: %s\n", ex.what());
return 1;
}
fprintf(stdout, "Saved PNG file with alpha data.\n");
return 0;
}