We will discuss in this article, how the scatter plot can be used in image recognition? Also, how it is used?
Introduction: What Is Scatter In Image Recognition?
The Scatter plot to the image recognition is called the image scatter plot. So it is a process where it is used for the examination of the association, of what case?
It is the image’s band between its relationship to its features and materials of the interest. So here, the pixel of the values, for example, band 1 is displayed.
So it can be displayed with the x-axis. On the other hand, is another brand that is aligned with the y-axis. It is the example point for the pixel values.
Moreover, the scatter plot has its materials and features. It is for the identification of the image, using two variables. So we can say that these two must intersect in the distribution to be called the scatter plot.
So here is the thing, the bands that transform is can be a plot. It will you to able to determine its valuable information. Especially in identifying the features of the specific image.
Isn’t interesting, right? Now let us see how we can create this thing.
Creating the Scatter Plot Image
Here are the following steps to do, so you will create an image scatter plot.
- You need to right-click the layer where you want to analyze the contents pane.
- Point the create chart to start the process.
- Click the scatter plot to open the chart properties.
- Click the data tab to determine the parameter setting. It is located at the top of the chat properties pane.
Now, in these steps, you will define the area of interest.
- Fine the chart properties selection of the drawing tools. It will define the area of interest of your image.
- Choose the right display values in the areas of interest.
- Now you will draw the are of interest. So it can be a line, circle, polygon, or whatever shape you want to draw.
Now the variables where it will display the band’s pixel values. So the values will be determined by the area of interest.
Here are the steps:
- Check the custom are of interest, the one that has a check box.
- Do not check the box if you do not wish to display the band pixel values. Also, there is a delete button if you wish to delete some areas of interest.
Symbol And Statistics
Another part of the process is the symbol. So it can be a single color. Here is where you will able to determine the display color:
- Click the single color of the symbol in the part of your display gallery. Also, you can choose any color.
Next is the statistic where it is the regression equation. You just click the show linear checkbox to display the trendline.
However, if you wish to turn off the show linear, just uncheck it in the chat properties.
That how easy we can use the scatter plot in our image recognition process.
