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Image averaging and its application in noise reduction

[1])#于随机位置将像素值随机指定为0或者255 forIinchRange (Noisenum): randx=Random. Random_integers (0, img.shape[0]-1) randy=Random. Random_integers (0, img.shape[1]-1)if Random. Random_integers (0,1)==0: img[randx,randy]=0 Else: img[randx,randy]=255 #显示图像Gray () Imshow (IMG) show ()OriginalOne of the salt and pepper noise plots (SNR = 0.8):Average image (4 photos):Average image (8 photos):It can be seen that the average image has a certain noise reduction effe

Common knowledge of Matplotlib library

Matplotlib is a 2D drawing library on Python that can produce many high-quality images on top of the platform. The aim is to make simple things easier and make complex things possible. We can use Matplotlib to generate plots, histograms, power spectra, histogram, error plots, scatter plots, and so on. Matplotlib was invented by John Hunter (1968-2012), and unfort

Latex Insert Chart method Lists of tables and figures

namesThe default titles, "List of Tables" and "List of figures", can be changed to any other text\Documentclass{Article}\Usepackage[Utf8]{inputenc}\Usepackage{Graphicx}\Usepackage{Array}\GraphicsPath{{figures/}}\Renewcommand{\listfigurename}{list of plots} \renewcommand{\listtablename}{tables} \begin{ Document} \thispagestyle{empty} \listoffigures \listoftables \ Clearpage \pagenumbering{Arabic} Lorem ipsum dolor sit amet, consectetuer adipiscing el

hdu1241 (oil deposits)

Problem DescriptionThe Geosurvcomp Geologic Survey company are responsible for detecting underground oil deposits. Geosurvcomp works with one large rectangular region of land at a time, and creates a grid that divides the land into Numer OUs square plots. It then analyzes each plot separately, using a sensing equipment to determine whether or not of the plot contains oil. A plot containing oil is called a pocket. If the pockets is adjacent, then they

List common system energy bottlenecks

In ZenAndTheArtOfScaling-akoandepigramapproach, RussellSullivan proposed an interesting idea: there are 20 classic bottlenecks. It sounds as skeptical as there are only 20 basic plots (20 basicstoryplots. But based on different people In The article Zen And The Art Of Scaling-A Koan And Epigram Approach, Russell Sullivan proposed an interesting idea: there are 20 classic bottlenecks. It sounds as skeptical as there are only 20 basic

7 free GUI image interface tools in R Language

well as tools for ploving, history, and workspace management. Rstudio includesa wide range of productivity enhancing features and runs on all majorplatforms. rstudio can optionally also be run as server which enables you toprovide a browser based interface to a version of R running on a remote system. Features include: (1) customizable workbench with allof the tools required to work with R in one place (console, source, plots, workspace, help, hist

MATLAB plot vector chart

MATLAB is often used to calculate vector graphs. We hope to express them intuitively and compare them through observation. Therefore, we hope to draw a vector chart. MATLAB provides the vector plot function: quiver () MATLAB help provides instructions: Quiver quiver plot.Quiver (X, Y, u, v) plots velocity vectors as arrows with components (u, v)At the points (x, y). The matrices X, Y, U, V must all be the same sizeAnd contain corresponding position a

View transactions from another perspective and transactions from the Perspective

example, when you are a child, you may have used an essay titled "my father". The purpose is to let the readers know that the essay describes the story of your father. People, things, and places: an article will naturally involve people, things, and places where things happen. For example, in my father's article, there is usually a classic story: I remember when I was a child, I had a high fever and heavy rain at night, and I couldn't get a car. My father ran to the hospital with heavy rain. T

Cocos2d-x 3.2 Monopoly game project development-Part 2 linked land payments toll, cocos2d-x Project Development

0 5. Obtain the GID value of Block 1 6. Determine the GID value of Block 1 7. Add the toll based on the GID level of the No. 1 plot 8. Add the sprite Block 1 to the container. 9. continue to search for the adjacent No. 2 plot on the left. The solution is the same as that of No. 1 plot. 10. If there is no land block on the left, exit the search cycle for the land block on the left and continue searching for the land block on the right. Void GameBaseScene: payTolls (int payTag, float x, float

A simple application of the Python Visual extension module matplotlib

The expansion modules for Python scientific Computing and visualization include: NumPy, SciPy, SymPy, Matplotlib, Traits, Traitsui, Chaco, TVTK, Mayavi, Vpython, OpenCV.The Matplotlib module relies on the NumPy module and the Tkinter module to draw various forms of graphics, including line graphs, histograms, pie charts, scatter plots, error bar graphs, and more.Plotting a sinusoidal curve>>> Import Numpyas NP>>> Import Pylabas Pl>>> t = np.arange (0.

9 JavaScript and CSS-based WEB charting frameworks

data using XML or JavaScript arrays.3. TabletochartTabletochart is a MooTools script that plots the data stored in an HTML Table object into a chart. You can use table tags to generate charts, histograms, graphs, pie charts, and more.4. PlotkitPlotkit is a JavaScript drawing library that supports HTML Canvas tags and also supports SVG.5. Yahoo UI Charts ControlYUI Charts Control can convert tabular data to charts on a Web page, support histograms, gr

Dark Horse Programmer--java Basic Learning Note 6

Dark Horse Programmer--java Basic Learning Note 6I. Summary of the contents of the notes:Object-oriented (Overview example), relationships between classes and objects, class and object representation details, memory representation of objects, differences between member variables and local variables, class type parameters, anonymous objects, basic data type parameter pass plots, reference data type parameter pass

Stanford Machine Learning Week 1-single variable linear regression

=======================fprintf (' plotting data ... \ n ') data = Load (' Ex1data1.txt '); X = Data (:, 1); y = data (:, 2); m = length (y); % number of training examples% Plot data% Note:you has to complete the code in Plotdata.mplotdata (X, y); fprintf (' Program Paused. Press ENTER to continue.\n ');p ause;function PlotData (x, y)%plotdata plots the data points x and y into a new figure% PlotData (x, y) plots

How to use FFT in MATLAB

X=0.5*sin (2*pi*15*t) +2*sin (2*pi*40*t); % Signal Y=fft (x,n); % Fast Fourier transformation of the signal mag=abs (y); The amplitude f=n*fs/n after Fourier transformation is obtained; % frequency sequence subplot (2,2,1), Plot (F,MAG); % plots amplitude xlabel (' frequency/hz ') with frequency variation, ylabel (' amplitude '), title (' n=128 '), Grid on;subplot (2,2,2), Plot (f (1:N/2), Mag (1:N/2)); %

Google Draw (mapping)

650) this.width=650; "src=" http://imga.chrome001.com/article/201603/14/155922919ukm9swwufvkwt.png "border=" 0 " Class= "Shadow" alt= "Google Drawing (mapping)" style= "border:0px;vertical-align:middle;margin-bottom:0px;"/>Plugin Introduction:Speaking of drawing, the small partners have their own drawing software, and these software will often occupy a lot of storage space, many times users also just need a simple drawing function, today for everyone to recommend a minimalist drawing plug-in. Go

Several excellent domestic WordPress theme and its author website recommended

and emoji popup, comment floor display, comment email reply notification Keywords automatically link in the article, the article page automatically invoke related articles, preview button, download button short code call, SEO optimize the site title and description, compatible with the current mainstream browser.Awareness is a sharing design blog, advocating user-centric design, focus on user experience design.Website: http://www.jiawin.com/5, the private p

Data visualization of the R language

There are four frameworks for generating graphs, basic graphs, meshes, grids, and Ggplot2 in R.Visualization of categorical data using bar, point, column, spine, treemap, pie, and 40 percent chartsVisualization of continuous data Using box plots, histograms, scatter plots and their variants, Pareto graphs==============================================I. Visualization of categorical data1. Bar ChartThe bar ch

Java Learning-the fourth day of basic knowledge--Random, array

array names and elementsSystem.out.println (arr);System.out.println (Arr[0]);System.out.println (arr[1]);System.out.println (arr[2]);Assigning a value to an element in an arrayARR[0] = 100;ARR[2] = 200;Output array name and element againSystem.out.println (arr);System.out.println (Arr[0]);System.out.println (arr[1]);System.out.println (arr[2]);}}2.4.2.2 Code Memory Plots:2.4. Memory graph of 32 arraysDefines two arrays, outputting array names and ele

"A show" about human nature, using Python to grab the cat's eye nearly 100,000 comments and analysis, together reveal "this play" how exactly?

segmentation, powerfulpip install jieba? Matplotlib is a Python 2D drawing library that produces high-quality graphics that can quickly generate plots, histograms, power spectra, histogram, error plots, scatter plots, and morepip install matplotlib? Wordcloud is a python-based word cloud generation class library that generates word cloudspip install wordcloud? C

2nd Chapter Array

storage new out of thingsMethod area (object-oriented advanced speaking)Local method area (and system-dependent)Register (for CPU use)1.4. Memory graph of 21 arraysDefines an array, outputting array names and elements. Then assign values to the elements in the array, and output the array names and elements again1.4.2.1 Case Code Five:package com.itheima_01;/* * 需求:定义一个数组,输出数组名及元素。然后给数组中的元素赋值,再次输出数组名及元素。 */public class ArrayTest {public static void main(String[] args) {//定义一个数组int[] arr = new in

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