init - 初始化项目
This commit is contained in:
123
doc/tutorials/core/adding_images/adding_images.markdown
Normal file
123
doc/tutorials/core/adding_images/adding_images.markdown
Normal file
@@ -0,0 +1,123 @@
|
||||
Adding (blending) two images using OpenCV {#tutorial_adding_images}
|
||||
=========================================
|
||||
|
||||
@tableofcontents
|
||||
|
||||
@prev_tutorial{tutorial_mat_operations}
|
||||
@next_tutorial{tutorial_basic_linear_transform}
|
||||
|
||||
| | |
|
||||
| -: | :- |
|
||||
| Original author | Ana Huamán |
|
||||
| Compatibility | OpenCV >= 3.0 |
|
||||
|
||||
We will learn how to blend two images!
|
||||
Goal
|
||||
----
|
||||
|
||||
In this tutorial you will learn:
|
||||
|
||||
- what is *linear blending* and why it is useful;
|
||||
- how to add two images using **addWeighted()**
|
||||
|
||||
Theory
|
||||
------
|
||||
|
||||
@note
|
||||
The explanation below belongs to the book [Computer Vision: Algorithms and
|
||||
Applications](http://szeliski.org/Book/) by Richard Szeliski
|
||||
|
||||
From our previous tutorial, we know already a bit of *Pixel operators*. An interesting dyadic
|
||||
(two-input) operator is the *linear blend operator*:
|
||||
|
||||
\f[g(x) = (1 - \alpha)f_{0}(x) + \alpha f_{1}(x)\f]
|
||||
|
||||
By varying \f$\alpha\f$ from \f$0 \rightarrow 1\f$ this operator can be used to perform a temporal
|
||||
*cross-dissolve* between two images or videos, as seen in slide shows and film productions (cool,
|
||||
eh?)
|
||||
|
||||
Source Code
|
||||
-----------
|
||||
|
||||
@add_toggle_cpp
|
||||
Download the source code from
|
||||
[here](https://raw.githubusercontent.com/opencv/opencv/master/samples/cpp/tutorial_code/core/AddingImages/AddingImages.cpp).
|
||||
@include cpp/tutorial_code/core/AddingImages/AddingImages.cpp
|
||||
@end_toggle
|
||||
|
||||
@add_toggle_java
|
||||
Download the source code from
|
||||
[here](https://raw.githubusercontent.com/opencv/opencv/master/samples/java/tutorial_code/core/AddingImages/AddingImages.java).
|
||||
@include java/tutorial_code/core/AddingImages/AddingImages.java
|
||||
@end_toggle
|
||||
|
||||
@add_toggle_python
|
||||
Download the source code from
|
||||
[here](https://raw.githubusercontent.com/opencv/opencv/master/samples/python/tutorial_code/core/AddingImages/adding_images.py).
|
||||
@include python/tutorial_code/core/AddingImages/adding_images.py
|
||||
@end_toggle
|
||||
|
||||
Explanation
|
||||
-----------
|
||||
|
||||
Since we are going to perform:
|
||||
|
||||
\f[g(x) = (1 - \alpha)f_{0}(x) + \alpha f_{1}(x)\f]
|
||||
|
||||
We need two source images (\f$f_{0}(x)\f$ and \f$f_{1}(x)\f$). So, we load them in the usual way:
|
||||
@add_toggle_cpp
|
||||
@snippet cpp/tutorial_code/core/AddingImages/AddingImages.cpp load
|
||||
@end_toggle
|
||||
|
||||
@add_toggle_java
|
||||
@snippet java/tutorial_code/core/AddingImages/AddingImages.java load
|
||||
@end_toggle
|
||||
|
||||
@add_toggle_python
|
||||
@snippet python/tutorial_code/core/AddingImages/adding_images.py load
|
||||
@end_toggle
|
||||
|
||||
We used the following images: [LinuxLogo.jpg](https://raw.githubusercontent.com/opencv/opencv/master/samples/data/LinuxLogo.jpg) and [WindowsLogo.jpg](https://raw.githubusercontent.com/opencv/opencv/master/samples/data/WindowsLogo.jpg)
|
||||
|
||||
@warning Since we are *adding* *src1* and *src2*, they both have to be of the same size
|
||||
(width and height) and type.
|
||||
|
||||
Now we need to generate the `g(x)` image. For this, the function **addWeighted()** comes quite handy:
|
||||
|
||||
@add_toggle_cpp
|
||||
@snippet cpp/tutorial_code/core/AddingImages/AddingImages.cpp blend_images
|
||||
@end_toggle
|
||||
|
||||
@add_toggle_java
|
||||
@snippet java/tutorial_code/core/AddingImages/AddingImages.java blend_images
|
||||
@end_toggle
|
||||
|
||||
@add_toggle_python
|
||||
@snippet python/tutorial_code/core/AddingImages/adding_images.py blend_images
|
||||
Numpy version of above line (but cv function is around 2x faster):
|
||||
\code{.py}
|
||||
dst = np.uint8(alpha*(img1)+beta*(img2))
|
||||
\endcode
|
||||
@end_toggle
|
||||
|
||||
since **addWeighted()** produces:
|
||||
\f[dst = \alpha \cdot src1 + \beta \cdot src2 + \gamma\f]
|
||||
In this case, `gamma` is the argument \f$0.0\f$ in the code above.
|
||||
|
||||
Create windows, show the images and wait for the user to end the program.
|
||||
@add_toggle_cpp
|
||||
@snippet cpp/tutorial_code/core/AddingImages/AddingImages.cpp display
|
||||
@end_toggle
|
||||
|
||||
@add_toggle_java
|
||||
@snippet java/tutorial_code/core/AddingImages/AddingImages.java display
|
||||
@end_toggle
|
||||
|
||||
@add_toggle_python
|
||||
@snippet python/tutorial_code/core/AddingImages/adding_images.py display
|
||||
@end_toggle
|
||||
|
||||
Result
|
||||
------
|
||||
|
||||

|
||||
Binary file not shown.
|
After Width: | Height: | Size: 6.4 KiB |
Reference in New Issue
Block a user