It has C, C, Python, Java and MATLAB interfaces and supports Windows, Linux, Android and Mac OS. OpenCV leans mostly towards real-time vision applications and takes advantage of MMX and SSE instructions when available. A full-featured CUDA and OpenCL interfaces are being actively developed right now.
- 1Wrapping OpenCV
- 2Managed classes
- 4Code Documentation
- 5Examples
- 5.1C#
- 6Upgrading from Emgu CV 2.x to 3.x
Wrapping OpenCV
Function Mapping - Emgu.CV.CvInvoke
The CvInvoke class provides a way to directly invoke OpenCV function within .NET languages. Each method in this class corresponds to a function in OpenCV of the same name. For example, a call to
is equivalent to the following function call in CBoth of which create a 400x300 of 8-bit unsigned grayscale image.
Structure Mapping - Emgu.CV.Structure.Mxxx
This type of structure is a direct mapping to OpenCV structures.
Emgu CV Structure | OpenCV structure |
---|---|
Emgu.CV.Structure.MIplImage | IplImage |
Emgu.CV.Structure.MCvMat | CvMat |
.. | .. |
Emgu.CV.Structure.Mxxxx | xxxx |
The prefix M here stands for Managed structure.
Emgu CV also borrows some existing structures in .Net to represent structures in OpenCV:
.Net Structure | OpenCV structure |
---|---|
System.Drawing.Point | CvPoint |
System.Drawing.PointF | CvPoint2D32f |
System.Drawing.Size | CvSize |
System.Drawing.Rectangle | CvRect |
Enumeration Mapping - Emgu.CV.CvEnum
The CvEnum namespace provides direct mapping to OpenCV enumerations. For example, CvEnum.IPL_DEPTH.IPL_DEPTH_8U
has the same value as IPL_DEPTH_8U
in OpenCV; both of which equals 8
.
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Managed classes
Working with Images
Working with Matrices
Error Handling
Emgu CV register a custom error handler in OpenCV. When error is encountered from OpenCV, a CvException
will be thrown.
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Code Documentation
Xml Documentation
Documentation is embedded in the code using xml format, which can then be compiled as HTML documentation using Sandcastle. You can browse our Online Documentation for the latest stable and development code.
Method Documentation
A library of coding examples according to the methods is being formed here: Online Code Reference.
Intellisense in Visual Studio
If you are using Visual Studio as your development tools, you will have intellisense support when developing Emgu CV applications. For example, if you want to create an image directly using cvCreateImage function, which is wrapped by the CvInvoke Class, just type CvInvoke.
and a list of functions belonging to CvInvoke
class is displayed along with a description for each of the functions. Since you are creating an image, select the cvCreateImage
function
The list of parameters for this function will be displayed as well as a description for each of the parameters.
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Examples
C#
Image Processing Examples
Introductions
Intermediate
Computational Geometry Examples
Machine Learning Examples
Video Codec
C++
Function Mapping - Emgu.CV.CvInvoke
The CvInvoke class provides a way to directly invoke OpenCV function within .NET languages. Each method in this class corresponds to a function in OpenCV of the same name. For example, a call to
is equivalent to the following function call in CBoth of which create a 400x300 of 8-bit unsigned grayscale image.
Structure Mapping - Emgu.CV.Structure.Mxxx
This type of structure is a direct mapping to OpenCV structures.
Emgu CV Structure | OpenCV structure |
---|---|
Emgu.CV.Structure.MIplImage | IplImage |
Emgu.CV.Structure.MCvMat | CvMat |
.. | .. |
Emgu.CV.Structure.Mxxxx | xxxx |
The prefix M here stands for Managed structure.
Emgu CV also borrows some existing structures in .Net to represent structures in OpenCV:
.Net Structure | OpenCV structure |
---|---|
System.Drawing.Point | CvPoint |
System.Drawing.PointF | CvPoint2D32f |
System.Drawing.Size | CvSize |
System.Drawing.Rectangle | CvRect |
Enumeration Mapping - Emgu.CV.CvEnum
The CvEnum namespace provides direct mapping to OpenCV enumerations. For example, CvEnum.IPL_DEPTH.IPL_DEPTH_8U
has the same value as IPL_DEPTH_8U
in OpenCV; both of which equals 8
.
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Managed classes
Working with Images
Working with Matrices
Error Handling
Emgu CV register a custom error handler in OpenCV. When error is encountered from OpenCV, a CvException
will be thrown.
Windows convert dmg to iso free. Power ISO is one of the software on the Windows platform that can convert a DMG file to ISO though it is also capable of several other conversions. With this, you will be able to gain access to the disc images developed for Mac when you are on the Windows platform. DMG to ISO Converter. You can free download it and then take the following guide to convert DMG file. Step 1 First, you need to download the DMG to ISO converter on your computer. After downloading the file, locate and right click on it. Then choose 'Extract All' from the pop up window. Here's how to convert a DMG file into an ISO file that can be mounted on a Windows PC. First head over to this website and grab yourself a copy of dmg2img by clicking on the win32 binary link. Once the file has downloaded, open your Downloads folder, right click on the file, and select extract all from the context menu. ISO Workshop is a nice free DMG to ISO converter software for Windows. To do so, you can use its Make ISO tool from its main interface. Before starting with actual conversion, it lets you set configurations including ISO type.
Code Documentation
Xml Documentation
Documentation is embedded in the code using xml format, which can then be compiled as HTML documentation using Sandcastle. You can browse our Online Documentation for the latest stable and development code.
Method Documentation
A library of coding examples according to the methods is being formed here: Online Code Reference.
Intellisense in Visual Studio
If you are using Visual Studio as your development tools, you will have intellisense support when developing Emgu CV applications. For example, if you want to create an image directly using cvCreateImage function, which is wrapped by the CvInvoke Class, just type CvInvoke.
and a list of functions belonging to CvInvoke
class is displayed along with a description for each of the functions. Since you are creating an image, select the cvCreateImage
function
The list of parameters for this function will be displayed as well as a description for each of the parameters.
Please wait while the application loads. Bmw service documentation & wiring diagram Workshop manual BMW 1990-2008 (TIS ETK WDS ETM100) Replacing the battery in the key BMW E60, E90, E70, E87, E92, E63, E71. BMW TIS Download BMW TIS WDS ETK ETM all in one. BMW 1 Series, 3 Series, 5 Series, 6 Series, 7 Series, 8 Series, BMW MINI, X Series, Z Series. M3 - Z3 E36 1990. https://mustiorispe1973.mystrikingly.com/blog/bmw-z3-tis-download. Bmw wiring diagram tis. The valve covers on the bmw four and six cylinder engines are very prone to messy and annoying leaks. The valve cover seal replacement is an easy task as shown in this technical article. Dear twitpic community thank you for all the wonderful photos you have taken over the years. What is peugeot service box.
Examples
C#
Image Processing Examples
Introductions
Intermediate
Computational Geometry Examples
Machine Learning Examples
Video Codec
C++
IronPython
VB.NET
Unity
Upgrading from Emgu CV 2.x to 3.x
Function Mapping - Emgu.CV.CvInvoke
In Emgu CV v2.x, CvInvoke function calls use the C interface. In v3.x, we have migrate away from the opencv c interface to opencv C++ interface, so does the function names.
Opencv C Tutorial Pdf Tutorial
For example, in v2.x, the function has been replaced byThe best way to find out the new function names if you are migrating from version 2.x is through the Open CV documentation:
You can search for the C function name and the search result should have the C++ function name right next to the C interface.
IInputArray, IOutputArray
IInputArray
has been introduced in version 3.0. You can find that many of our new interfaces accepts IInputArray
and IOutputArray
. They can be any one of the following:
- A CvArray, which is the base class of Matrix and Image<,>
- A Mat, which is the Open CV equivalent of cv::Mat
- A UMat, which is the Open CV equivalent of cv::UMat
- A ScalarArray, which can be used to convert a scalar to an IInputArray
- VectorOf{XXX}, this is the interface for the C++ standard vector
T-API
T-API is THE MOST AWESOME FUTURE in 3.0 release !!!
Opencv Tutorial Pdf
Let me explain why:
For a simple image operation, suppose we have an image in memory and we wants to perform an invert operation. In Emgu CV 2.x, we can write the code as follows:
In Emgu CV 3.x, we can still use the Image class to perform the same operation, with a slight change in the CvInvoke function name
To realize the true potential with T-API, let's try to use UMat to perform the same operation
It all seems to be not much different from the code that use the Image<,> class in 3.0. However, the above code can automatically use OpenCL engine to perform the operation if a suitable OpenCL device is found. That means it will run many times faster on a system with a discrete GPU (Nvidia, AMD, Intel Iris Pro etc). On systems that do not have a OpenCL devices, the code will be run on CPU and have the same performance as if we are passing the Image<,> or Mat objects to the CvInvoke function.
In short, T-API enable developer to automatically use the OpenCL devices (GPU) for computing and automatically fall back to CPU in the absent of OpenCL devices. You can also turn the OpenCL engine off by simply setting
In which case all the code will be run on CPU instead.
The T-API is the motivation for us to rewrite all our code using the OpenCV C++ interface to take advantage of this future. We believe it is well worth the effort once we see the results.