|All image stream readers in a single portable library. |
- The portable imaging IO library
- NuGet package
.NET Framework lacks does not provide an video IO API. Instead we have to rely on various 3rd party libraries which offer platform-depended solutions. Current image-processing and computer-vision libraries such as AForge.NET, Accord.NET or EmguCV bring many algorithms but they lack unified API for video, camera and image directory reading and writing. The AForge.NET and Accord.NET libraries relay on DirectX which is not portable and the EmguCV merely wraps the OpenCV file and video capture but does not provide the unified API.
DotImaging.IO library is a part of DotImaging Framework providing an unified API for IO video access: web-camera support, various video-format reading / writing, image-directory reader. All operations are stream-like and are abstracted therefore do not depend on actual video source. The library is made in platform-abstract fashion. If you have been using System.IO.Stream class then you will certain be familiar with the DotImaging.IO library.
A figure below shows the unified architecture for imaging IO reading and writing, camera capture and directory reading.
Click on the figure to enlarge the diagram.
|Class diagram. The figure shows the unified API for the file, camera and directory reading and writing. |
The base class that all other classes inherit is ImageStream<TImage> where TImage is the generic image type. This class contains the base stream properties, but you probably will not be using it directly. The more interesting classes, which you are going to use much more often are: ImageStreamReader<TImage> and ImageStreamWriter<TImage>. Those classes have very nice properties:
- the class members use the standard names for stream-like classes
By using familiar names developer does not have to learn anything new.
- they are enough for all basic video IO operations
if you just want shared IO operations which do not include specific type members the ImageStreamReader<TImage> and ImageStreamWriter<TImage> classes are enough for all video IO operations. The provided abstraction layer enables you to write programs that do not handle video stream source types separately which makes the code clean and easy maintainable.
Now, here are some concrete samples!
For the basic stream operations only ImageStreamReader class is required which is non-generic version of ImageStreamReader<TImage> class. The list below shows how to capture camera and file stream, and read image directory. The ImageStreamReader<TImage> class also implements System.IEnumerable<TImage> interface so you can use any reader inside foreach loop as shown in sample below.
ImageStreamReader reader = new CameraCapture(cameraIndex: 0);
ImageStreamReader reader = new FileCapture("file name.mp4");
- directory image stream
ImageStreamReader reader = new ImageDirectoryCapture("Image folder", "*.jpg", recursive: false);
var singleImage = reader.ReadAs<Bgr<byte>>();
foreach(var image in reader)
Bgr<byte>[,] buffer = null;
- More specific options are implemented in concrete classes because they are specific for each IO source. The list below which members can be seen on the provided class diagram. They are also shown below:
file - FileCapture
(inherited from VideoCaptureBase)
camera - CameraCapture
(inherited from VideoCaptureBase) + camera hardware parameters - brightness, contrast, exposure, frame rate, gain, hue, saturation
image directory reading - ImageDirectoryCapture
root directory info (can read recursively), file informations, current image name
Readers also implement the new async pattern so you can enjoy in asynchronously video reading.
Image<Bgr, byte> frame = null;
async void captureFrame()
frame = await capture.ReadAsync();
The library also provides the ability to compile videos from images. If you have been using System.IO.StreamWriter, you will know how to use the VideoWriter class.
Image<Bgr, byte> frame = ...
ImageStreamWriter writer = new VideoWriter
frameSize: new Size(640, 480),
The VideoWriter class can also accept codec names, but the write operation may fail if the codec is not installed.
Although the implementation uses the unmanaged libraries the provided NuGet package is platform abstract - for now (x86 /x64 - Windows). Depending on the running OS architecture the appropriate unmanaged library is loaded so the developer does not need to handle multiple OS architectures separately. The image below shows the pre-compiled library locations.
|Pre-compiled libraries. Unmanaged libraries are pre-compiled and loaded on demand depending on OS architecture. |
This article presents the portable video IO library which offers unified stream-like interface for file and camera capture and image directory reading. The library also enables video writing. The code contains complete source as well as samples with comments. The library is the part of DotImaging Framework, a generic .NET imaging framework, so do not forget to take a peek :).
- 15 October 2014 - First version released
- 27 April 2015 - Updated
- 15 September 2015 - Updated