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Demand:The maximum gray level, the minimum gray level, and the average gray level of the image are obtained.The code is as follows:% by scott% Count Max Gray and min grayclear All;clc;rgb = imread (' test.jpg '); gray = Rgb2gray (RGB); [M,n] = size (gray); max = 0;min = 255;sum = 0;avg = 0;for i=1:1:m for j=1:1:n if (Gray (I,J) > Max) max = Gra Y (i,j); End if (Gray (I,j) Matlab
This is the assignment of Digital Image Processing in the last semester. The teacher asked us to compare the effects of DFT, WHT, and DCT transformations after compression. I spent two nights doing some things, in order to facilitate future generations to do better and minimize the cost, the special upload program is so far, the program quality is very low, and you are welcome to give your valuable comments
CLC
Clear all;
X1=imread (' cs1.jpg ');
X1=double (X1)/256; % here is converted to double type, otherwise using the wavelet transform output will have a large number of more than 1 of the existence, will cause the image to display a problem
% X1=rgb2gray (X1); % originally thought that the wavelet transform can only use one-dimensional, it seems to be able to use 3-D
Figure
Imshow (X1), title (' Left focal
The two-week study of image processing was almost over;Really should be a word, only you touch a field, you can really experience the charm of a certain area:So far, the learning of some image processing knowledge, are the most basic, in fact, and machine learning, computer vision, artificial intelligence, and so on, i
RGB color SpaceAbout the RGB color space, I believe that the image processing people are more familiar with, or say the R, G, b three components, each component accounted for 8 bits is a byte, three components Total is 3 bytes, that is, 24bit, three components can be combined with different colors, that is, 2^24 species.So the number of colors that can be expressed is far beyond what we humans can recognize
In GUI functions of the MATLAB Image Processing Toolkit (image processing Toolbox), there are some functions used to select rectangles or elliptical regions on an image or an axis, using
Recently, when processing CT images, CT images scan the human body layer by layer, and there are many unnecessary parts in the image, such as the ribs, as a result, there are many unnecessary parts of the 3D reconstruction image. Very difficult to handle.
As a result, I thought of a simple method to set unnecessary pi
, including real real and imag imaginary parts, and ABS is the complex of the mold, after this step, the type of f from the plural double into a double, if not this step, MATLAB will give hints, Warning:displaying real part of complex input. The result of the final output is as follows.(5)7. T=log (f+1);After the first few steps, we get the amplitude of the Fourier transform, but the Fourier transform has a very large range of values, MAXF = 2.04e+05,
Output=Extenrgb (a,w,l)%a matrix represents the R,g,b matrix, respectively [M,n]= Size (A); %read A's row and column a= [A;zeros (1,n)]; %add two lines of 0A to the last line of a= [A zeros (m+1,1)]; %add two columns to the last column of a 0% so that a becomes (m+1) x (n+1) matrix, which is to solve the boundary overflow problem when indexing a matrix Ini_u= (m-1)/(W*M-1); % Step ratio If the original step A (2,1) to a () as 1, the ini_v after the amplification= (n-1)/(l*n-1); %
3D image transition effects implemented using CSS3 animation, css33d
This is based onCSS3Animation-based image Transition effects include Flip, Rotation, Multi-flip, Cube, and Unfold. They prove the powerful functions of CSS3 Transform and Transition attributes. As more and more browsersCSS3With continuous improvement
Using Dephi for image processing can be a variety of methods, the most commonly used should be tbitmap, it provides easy access to the image, combined with canvas can be drawn line, draw a circle, image copy and other operations. However, in order to obtain a higher speed, w
This article mainly introduces the example of using imagecopyresampled function to crop images for PHP image processing. This example is relatively simple and is an entry-level learning summary, for more information, see crop images in a large background image. a common application is to crop an
using image processing technology to generate verification code (PHP graphic Image typical Application tutorial 3)
There are many ways to implement verification code, such as digital verification Code, graphics Verification Code and text Verification code. A verification code generated
This article mainly introduces the example of using imagecopyresampled function to crop images for PHP image processing. This example is relatively simple and is an entry-level learning summary, for more information, see crop images in a large background image. a common application is to crop an
A bufferedimage pixel data stored in the raster, ColorModel store color space, type and other information, the current Java support only three kinds of image formats-jpg,png,gif, how to let Java support other formats, first of all to Complete the Java image read and write interface, and then hit the jar, plus startup Parameters-Xbootclasspath/pnewimageformatio.jar can.How to read and write an
image.
Image.show (Title=none,command=none)
This are mainly intended for debugging purposes.On Windows, it saves the "image to a temporary BMP file and uses" standard BMP display utility to show it (usually Paint ).
Parameters: title: Optional title to the "image window,where possible command: command used to show The image
click here for several methods
The way to verify that the image was read successfully is to use the mat::d ata, this value will be null if it is not successfully read, otherwise the pointer to the first column of the first row of the image matrix is returned.
Attach the official tutorial recommended efficient traversal method Uchar pointer code1mat scanimageandreducec (mat I,Constuchar*Consttable)
that the rational use of new technologies will not only greatly simplify our programming work, but also improve the efficiency of programming. However, we are using the new technology at the same time to understand that the basic programming ideas are the most important, different languages, different mechanisms are only the specific way to achieve different, and its internal thinking is interlinked. For the above example, master the algorithm to wri
Application of FFT in Digital Image Processing
Generally, one-dimensional transformations can be implemented by FFT in communication and other fields. However, in image processing, two-dimensional transformations are required. fft2is required in this case.
When using th
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