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MATLAB implementation of K-mean clustering algorithm

two classes of M = 1; % iterations EPS = 1e-7; % Iteration End threshold value U1 = [X (1), Y (1)]; % initializes the first cluster center U2 = [X (2), Y (2)]; % Initializes a second cluster center U1 = zeros (2,100); U2 = zeros (2,100); %U1,U2 is used to store the transverse ordinate U1 (:, 2) = U1 for each iteration of two cluster centers;

Flexible background management rights based on MongoDB design

the route Method description and whether to turn on data permissions---> Create roles---> Bind a created route to a created role---> Add a user---> role to create your own signature---> each request carries a signature--- > Bring this signature and resource binding when creating a resource See what permissions your individual has // userid 查询 RoleDoc 然后把所有返回的 PathMethods 做聚合 // 通过 PathMethods 也可以结合 RouterDoc 查询具体的数据验证权限 View permissions granted by others // userid 查询 SignDoc 然后对返回,做

Learning notes in YUV format

8bit unsigned) models, 4 points require 8x3 = 24 bites (such as the first figure ). now, we only need 8 + (8/4) + (8/4) = 12 bites, and each point occupies 12 bites on average (such as the second figure ). In this way, the image data is halved. The above only provides a theoretical example, which may be different in actual data storage. Below are several specific storage formats: (1) YUV 4: 4 The sampling rate of the three channels of YUV is the same. Therefore, in the generated image, the

Liang youdong-Barsky cropping Algorithm

greater than or equal to 0, for the left boundary P1 For the right boundary P2> 0 (P2 = △x), the line segment ranges from the interior of the right boundary to the exterior. When △y is For the upper boundary P4 When the PK is less than 0, you can calculate the value of the parameter U, which corresponds to the intersection of the infinitely extended line and the extended window boundary K, that is: U = qk/PK (5) For each line, the U1 and

Java class file internal structure parsing process detailed _java

Internet, the content displayed is the same. Java virtual machines can load predefined bytecode from a class file, or they can load bytecode from a network, database, or message file.The Java class file structure is based on a byte stream, encoded in Unicode. In fact, think can also be fully expressed in XML file, but the byte code text in XML can be very large, occupy space, while parsing more time-consuming, and very easy to be artificially modified, resulting in unknown errors. The following

[Java] Deep understanding of Java class file format (i) __java zone

its fixed length, some accounting for a byte, some two bytes, some four bytes or 8 bytes, the different lengths of the data items with U1, U2, U4, U8 said, Represents a data item that occupies a byte, two bytes, 4 bytes, and 8 bytes in the class file. You can put U1, U2, U3, U4 as the "type" of the class file data item.The following data items exist in the class file (the chart is referenced from the Deep

JVM-class file full parsing-Attribute Table set, jvm-class set

the number of digits occupied by the attribute value in the u4 Length attribute area. Structure defined by the Attribute Table: Type Name Quantity U2 Attribute_name_index 1 U2 Attribute_length 1 U1 Info Attribute_length Code attributes After the Code in the Java program method body is compiled and processed by Javac, the bytecode instructio

Hibernate 3-state

); session. getTransaction (). commit (); Here, let's take a look at the saveOrUpdate method. This method is actually a "lazy" method. If the object is an offline object, the update method is actually called after the method is executed, if the object is an instantaneous object, the save method is called. Remember: if the object has an ID value, such as u. setId (4), the object is assumed as an offline object, and the update operation is executed. Hibernate: updatet_user set born=?, password=

Hibernate three states

state User u1 = (user) Session.load (user.class, 3); System.out.println (U1.getusername ()); U2 is offline state user U2 = new user (); U2.setid (3); U2.setpassword ("123456789"); At this point the U2

Three states of Hibernate objects

(user.class, 3); System.out.println (U1.getusername ()); U2 is offline state user U2 = new user (); U2.setid (3); U2.setpassword ("123456789"); At this point the U2 will become persistent state, in the sessio

Java Virtual machine class loading and memory structure

file into memory, such as writing a Helloword.java program and then compiling it into a class file through Javac, how can it be loaded into memory to be executed? Class Loader is responsible for this, it is not possible to create a. class file can be loaded, class Loader loaded class file is a format requirement, in the "JVM specification" Chinese-style definition class file structure: Classfile { U4 magic; U2 minor_version;

Compilation and operation of SeL4

-formatted image. The following are the platforms that QEMU supports: We need to select the correct QEMU run platform for the image and run the command:There is no platform for SeL4 to run, and it seems that seL4 is not up and running in QEMU.In addition, the SEL4 official documentation indicates that the following platforms can also run SEL4: Intel platforms A pc99-style Intel Architecture 32-bit x86 (IA32) There is also experimental support for the 64-bit Intel

Ibox4412 lubuntu14.04, ibox4412

Ibox4412 lubuntu14.04, ibox4412 Lubuntu14.04 transplanted a year ago. Based on ibox4412, lubuntu14.04 is smoother and more powerful than the friendly port 13.10. Porting odroid lubuntu14.04 http://odroid.in/ubuntu_14.04lts/ubuntu-14.04.1lts-lubuntu-odroid-u-20141124.img.xz Based on ibox4412 Based on odroid kernel-3.8.13.29, all drivers are ported and adapted Fun

RGB and YUV, YCbCr

actual data storage is likely to be different, the following gives several specific storage forms:(1) YUV 4:4:4YUV Three channel sampling rate is the same, so in the generated image, the three component information of each pixel is complete (each component is usually 8 bits), after 8 bit quantization, uncompressed each pixel occupies 3 bytes.The following four pixels are: [Y0 U0 V0] [Y1 U1 V1] [Y2 U2 V2] [Y3 U3 V3]The stored stream is: Y0 U0 V0 Y1 U1

YUV Data YUY2 to I420

are: [Y0 U0 V0] [Y1 U1 V1] [Y2 U2 V2] [Y3 U3 V3]The stored stream is: Y0 U0 V0 Y1 U1 V1 Y2 U2 V2 Y3 U3 V3(2) YUV 4:2:2The sampling rate of each chromatic channel is half that of the luminance channel, so the chromaticity sampling rate in the horizontal direction is only half 4:4:4.For uncompressed 8-bit quantization images, a macro pixel consisting of two pixels adjacent to each other horizontally takes up

OpenGL advanced (III)-Plotting of Splines

Cardinal Spline This is relatively simple, with one end point, one start point, and two control points. Points between the end point and the start point are implemented by interpolation. interpolation functions: P(U) =PK-1 (-S * u + 2 S * u) +PK [(2-s) u * u + (S-3) u * u + 1] +PK + 1 [(S-2) * u + (3-2 s) * u + S * u] +PK + 2 (S * u-s * u * U) Code implementation: void getInterpolation(point p1,point p2,point p3,point p4,float s,float u,point *result){ float

[HTML5] 3D model-hundreds of lines of code to achieve three-dimensional cube Rotation

the six faces, you must first calculate the coordinates of each point based on the rotation angle. See the following figure. Based on the preceding figure, use the following formula to obtain the converted fixed point coordinates. Rect.prototype.getPoint = function(p){var u2,v2,w2,u=p[0],v=p[1],w=p[2]; u2 = u * Math.cos(this.angleX) - v * Math.sin(this.angleX); v2 = u * Math.sin(this.angleX) + v *

Basic Image Processing (pixel, RGB, YUV etc .)

color. This storage method is mainly used to ensure the quality of the image (to prevent image quality reduction during processing ). Four pixels are collected. Their data structures are as follows: [y0 U0 V0] [Y1 U1 V1] [Y2 U2 V2] [Y3 U3 V3: y0 U0 V0 Y1 U1 V1 Y2 U2 V2 Y3 U3 v3 (2) yuv422, two brightness values share one color Most people cannot tell the difference between 444 and 422. Likewise, the thre

Interoperability Between User Controls

Two UC: A. ascx, B. ascx In a, after findcontrol, the type of B is usesrcontrol, which is the parent class of B. You cannot directly use the custom methods and attributes in B, however, we can use reflection to obtain all information in B in A and operate B. DEMO code: // Get U2 instance Usercontrol U2 = (usercontrol) This. Parent. findcontrol ("uc2_1 "); // Set

Tested by system architecture designers-decomposition of Relationship Models

to the bcnf and 4nf paradigms. How can we compare the advantages and disadvantages of these three decomposition solutions? When dividing a relational model into multiple relational models, what else do you need to consider in addition to improving the degree of standardization? 1. Equivalent Standard of pattern decomposition 2. Several facts about pattern decomposition 1. Equivalent Standard of pattern Decomposition In the normali

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