In the previous article "OpenCV eighth grayscale histogram", we introduced the grayscale histogram. This article describes the histogram equalization, which is a common method for image enhancement. The Mathematical Principle of histogram equalization is not introduced here. If you are interested, you can refer to professional books. Let's take a look at the function of
A Histogram (Histogram), also known as a column chart and a quality distribution chart, is a statistical report chart. A histogram consists of a series of vertical stripes or line segments with different heights to indicate data distribution. Generally, the horizontal axis is used to represent the data type, and the vertical axis is used to represent the distribution. In image processing, histograms are a powerful tool for statistics of image information.
Gr
(1) Linear transformation:Adjusts the grayscale of the source image by establishing a grayscale map.K>1 enhance the contrast of the image, k=1 adjust the brightness of the image, adjust the brightness by changing the D value, 0i = imread (' theatre.jpg '); i = im2double (Rgb2gray (i)); [M,n]=size (i);% increase contrast ratio fa = 1.25; FB = 0;o = Fa.*i + fb/255;figure (1), subplot (221), imshow (O); title
Photoshop has the color management function, which is mainly used in print production. We are currently designed for Web pages, so you can select "display color", as shown in the left figure below. For the photoshopcs version, you can select "Disable Color Management", as shown in the right figure below.
You can choose edit color settings from the menu to open color management. In the "Settings" on the top, select "Disable Color Management ". For example:
In the above section, we will tal
The first thing to declare is that this 4-digit (16) color map is special, rather than a 16-color map, it's just a gray-scale map that uses 4-digit 16 colors for simulation.
What is a grayscale image?
A grayscale image is an image that only contains brightness information without color information. As we usually see, the brightness changes continuously from dark to bright. ThereforeIn a
1. grayscaleHere we will discuss: RGB spatial images
Color Map defined in RGB space. The color of each pixel is determined by the R, G, and B components. The memory size of each component determines the image depth, that is, the number of bytes occupied by each pixel. In a common 24-Depth Color RGB diagram, each of the three components occupies one byte, so that each component can be 0 ~ 255, so that a pixel can have a color change range of more than 16 million (255*255*255. For such a color ima
Tutorials are a practical and quick way to handle grayscale photos. Train of thought: First use the color level, curve and other enhancement picture brightness and contrast, in use to the character, background and other complementary color, finally appropriate sharpening the effect came out, very natural!
Original
Final effect
1, open the picture, click on the red circle to create a color adjustment layer.
2, respectively, wit
Enteritis a few days ago, people have no strength in the past few days. If you have no strength, forget it. So let's take a good rest at home and study. In the past two days, I found that the CDib class I used previously did not provide the image gray function, so I did not think it was quite troublesome to write a suitable project for myself, it took two days to complete the calculation. below is the code. Let's share it with you ~~
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Original article: http://www.webdesignerwall.com/tutorials/html5-grayscale-image-hover/
Translator: Jiang Yujie
Reprinted please indicate the source: Jiang Yujie (hfahe) http://blog.csdn.net/hfahe
Once upon a time, grayscale images displayed on the website must be manually converted. Now, using the HTML5 canvas, images can be cleverly converted to gray without having to use image editing software. The foll
Once upon a time, grayscale images displayed on the website must be manually converted. Now with the HTML 5 canvas, images can be cleverly converted to gray without having to use image editing software. The following example shows how to use HTML 5 and jQuery to dynamically convert a color image to a gray image. Contributor: I would like to thank darsey Clark (my partner at Themify) for contributing jQuery and Javascript code.
BKJIA recommendation top
I always like grayscale images because I think they look more artistic. Many picture editors like Photoshop can easily turn your color image into grayscale. There is even a choice to adjust the color depth and hue. Unfortunately, such effects are not easy to do on the Web because the browser is different.1. CSS FilterUsing CSS Filter properties can be the simplest way to turn an image into
Comments: Previously, to display grayscale images on the web, you only need to manually use the image software for conversion. But now we can implement this process with the help of html5 canvas, without the need to use image editing software. Previously, to display grayscale images on the web, we only need to manually use the image software for conversion. But now we can implement this process with the hel
* * grayscale histogram is only displayedi = imread (' *.bmp ')% graph must be grayscale, or converted to grayscale i=rgb2gray (i);Imshow (I);Imhist (I);* * at the same time appearing on a planei = imread (' *.bmp ')% graph must be grayscale, or converted to grayscale i=rgb2
, the most RGB color space is used, which corresponds to three colors: Red, green, and blue. A variety of colors are formed by the ratio of three components. Generally, the three colors can be stored in 1, 2, 4, 8, 16, 24, and 32 bits. However, the maximum value of a component is 8 bits, and the maximum value is 255, for 32-bit color, the 8-bit height is used to indicate the brightness. A color chart is generally a 16-bit or more graph. A special feature of
Previously, to display grayscale images on the web, you only need to manually use the image software for conversion. But now we can implement this process with the help of html5 canvas, without the need to use image editing software. Previously, to display grayscale images on the web, we only need to manually use the image software for conversion. But now we can implement this process with the help of html5
1. A/B testing some terms related to grayscale publishing Test Origin 1.1 barrels test (bucket testing): This is not a clear definition, but it is usually a comparative test abroad for testing the pool for leaks. A bucket of water will be placed in the swimming pool, marked with internal and external water level, placed after a period of time, if the external water level significantly decreased (more than xxx inches), it is proof that the pool leaking
Android-convert an RGB color image to a grayscale image
Instance: RGB2Grey
Project running:
Source code:
[Java]Public class MainActivity extends Activity {/* (Non-Javadoc)* @ See android. app. Activity # onCreate (android. OS. Bundle)*/@ OverridePublic void onCreate (Bundle savedInstanceState ){Super. onCreate (savedInstanceState );SetContentView (R. layout. activity_main );// Obtain the reference of the component in the interface by IdButton rgb2
here is an array, 2 bytes to a pixel, to save as a 16-bit grayscale image, I tried the following methods, both failed:1) in C #, the bitmap class constructs an object and then saves it. Its own pixel format 16-bit grayscale, is not available. Format16bppgrayscale, there will be an error when selecting this option to save . Some people say with Format48bpprgb, to save, so r,g,b are two bytes (16 bits), you c
This section read a few times to slowly understand.The first is the gray chart, why is called grayscale, because the picture of R, G, B is stored in the same data, open unity to adjust the color to see more intuitive.As can be seen, when R, G, B three values of the same time, the picture is only black and white, and lost other colors, so we call the grayscale map.When do I use a
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