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[Graph Recognize两个水印评价函数

Description: 两个常用的数字水印评价函数:信躁比比(SNR)和峰值信躁比(PSNR)-two commonly used digital watermarking evaluation function : Oh habibi letter (SNR) and peak letter impatient than (PSNR)
Platform: | Size: 1024 | Author: 东东 | Hits:

[Picture ViewerArnold_Matlab_code

Description: Arnold图像置乱Matlab代码 %% -------------------------------------------------------------------- %% % Function: Arnold图像置乱 % Arnold: x =(x+y) mod N, y =(x+2y) mod N % 变换周期(N,M): (128,96),(256,192),(512,384) % Argument: dPSNR: 置乱后PSNR % outImg: 置乱后输出图像 % inImg: 输入图像 % iTimes: 置乱次数 % Version: 1.01.20070409 %% -------------------------------------------------------------------- -Arnold image scrambling Matlab code----------%%---------------------------- %%% Function : Arnold image scrambling% Arnold : x = (x y) mod N, y = (x 2y) mod N% transform cycle (N, M) : (128,96), (256,192), (512,384)% Argument : dPSNR : Scrambling after PSNR% outImg : Scrambling% of the output image inImg : input image% iTimes : Scrambling frequency% Version : 1.01.20070409-------------------------%%----------------------------------------
Platform: | Size: 1024 | Author: kuhasu | Hits:

[matlabvi2

Description: This program compress and recostruct using wavelets. We can select level of decomposition(here maximum 4 levels are given) of images using selected wavelet. For eg:-wavelets can be haar, db1, db2,dmey............... Decomposition can be viewed in figure. (Please note that select 256X256 image for better result.) Then compression can performed, PERFL2 give compression score. Then reconstruction can be performed. Each decompsition we can choose different threshold values. For each threshold value we can calculate mse,psnr,pq(picture quality), bit ratio etc. To get pq install pqs function . -This program compress and recostruct using wavelets. We can select level of decomposition (here maximum 4 levels are given) of images using selected wavelet.For eg:-wavelets can be haar, db1, db2, dmey ........ ....... Decomposition can be viewed in figure. (Please note that select 256X256 image for better result.) Then compression can performed, PERFL2 give compression score.Then reconstruction can be performed.Each decompsition we can choose different threshold values . For each threshold value we can calculate mse, psnr, pq (picture quality), bit ratio etc. To get pq install pqs function.
Platform: | Size: 3072 | Author: 陈语恬 | Hits:

[Special Effectsget_psnr

Description: 这个是一个获取两个图像相似度的函数,对于图像处理和数字水印方面的编程者来说,会经常去计算两个图像的psnr值,从而来确定图像的相似度,使用matlab可以很方便的计算两个图像的psnr,但是由于matlab专业性很强,而且有没有版权保护,所以对于大批的使用VC语言的这方面的编程者,由于要经常使用而显得很麻烦。 通过调用get_psnr函数可以很方便的就得到两个图像的相似度。 -This is a similarity to obtain a function of two images for image processing and programming aspects of digital watermarking are concerned, will keep the two images to calculate the PSNR value, thereby to determine the similarity of images, the use of matlab can be easily the calculation of the two images psnr, but because matlab highly professional, and has no copyright protection, and therefore the use of a large number of VC language programming in this area, and due to frequent use, there appears to be very troublesome. Get_psnr by calling the function can be easily obtained from the two images on the similarity.
Platform: | Size: 1024 | Author: 莫雨 | Hits:

[matlabPSNR

Description: 函数功能:本函数将完成对输入图像的峰值信噪比计算-Function: This function will be completed on the input image of the peak signal to noise ratio calculation
Platform: | Size: 1024 | Author: rachel | Hits:

[Special EffectsPSNR

Description: 用MATLAB读取一幅图像,并且计算其图像信噪比-Using MATLAB to read an image and calculate the image SNR
Platform: | Size: 1024 | Author: 张龙 | Hits:

[matlabPSNR

Description: Function that calculate the PSNR and WSNR of two imagines
Platform: | Size: 1024 | Author: Diego | Hits:

[Special EffectsIMageQualityEvaluatingFunction

Description: 两个图像质量评价函数,psnr峰值信噪比,正则均方误差nmse,能可用于去噪图像和压缩图像的质量评价,很有用啊。-Two image quality evaluation of the function. Including psnr PSNR, it is mean-square error nmse other. Images can be used for de-noising and compression of image quality evaluation.
Platform: | Size: 1024 | Author: sanmu | Hits:

[matlabBlockMatchingAlgoMPEG

Description: Block Matching Algorithms for Motion Estimation This project contains the project report and source code by Aroh Barjatya for Digital Image Processing Class at Utah State University. Following is a short description of the m files in this zip motionsEstAnalysis.m Script to execute all Algorithms motionEstES.m Exhaustive Search Algorithm motionEstTSS.m Three Step Search Algorithm motionEstNTSS.m New Three Step Search Algorithm motionEstSESTSS.m Simple And Efficient Search Algorithm motionEst4SS.m Four Step Search Algorithm motionEstDS.m Diamond Search Algorithm motionEstARPSm Adaptive Root Pattern Search Algorithm costFuncMAD.m Mean Absolute Difference Function minCost.m minimum cost among macro blocks motionComp.m motion compensated image creator imgPSNR.m finds image PSNR w.r.t. reference image The test images can be found at http://cc.usu.edu/~arohb/caltrain.zip-Block Matching Algorithms for Motion Estimation This project contains the project report and source code by Aroh Barjatya for Digital Image Processing Class at Utah State University. Following is a short description of the m files in this zip motionsEstAnalysis.m Script to execute all Algorithms motionEstES.m Exhaustive Search Algorithm motionEstTSS.m Three Step Search Algorithm motionEstNTSS.m New Three Step Search Algorithm motionEstSESTSS.m Simple And Efficient Search Algorithm motionEst4SS.m Four Step Search Algorithm motionEstDS.m Diamond Search Algorithm motionEstARPSm Adaptive Root Pattern Search Algorithm costFuncMAD.m Mean Absolute Difference Function minCost.m minimum cost among macro blocks motionComp.m motion compensated image creator imgPSNR.m finds image PSNR w.r.t. reference image The test images can be found at http://cc.usu.edu/~arohb/caltrain.zip
Platform: | Size: 118784 | Author: Yashil | Hits:

[Streaming Mpeg4yundong-guji-pipei

Description: matlab平台的一些运动估计块匹配算法,包括3步法,新3步法,4步法,菱形搜索-motionsEstAnalysis.m——Script to execute all Algorithms motionEstES.m——Exhaustive Search Algorithm motionEstTSS.m——Three Step Search Algorithm motionEstNTSS.m——New Three Step Search Algorithm motionEstSESTSS.m——Simple And Efficient Search Algorithm motionEst4SS.m——Four Step Search Algorithm motionEstDS.m——Diamond Search Algorithm motionEstARPSm——Adaptive Root Pattern Search Algorithm costFuncMAD.m——Mean Absolute Difference Function minCost.m ——minimum cost among macro blocks motionComp.m——motion compensated image creator imgPSNR.m ——finds image PSNR w.r.t. reference image
Platform: | Size: 498688 | Author: lsr | Hits:

[matlabBasicMotionVectorEstimation

Description: 运动估计块匹配算法 以下是工程中m文件的简单注释: main.m 可通过主函数调用各种基本的块匹配算法 FullSearch.m 全搜索法(又称为Exhaustive Search) ThreeStepSearch.m 三步搜索法(Three Step Search) NewTSS.m 新三步搜索法(New Three Step Search Algorithm) SESTSS.m 简便高效的三步搜索法(Simple And Efficient TSS) FourSS.m 四步搜索法(Four Step Search) DS.m 菱形搜索法(Diamond Search) ARPS.m 自适应路径搜索法(Adaptive Root Pattern Search) costFuncMAD.m 绝对误差均值函数 minCost.m 宏块间代价最小块 motionComp.m 图像重建 imgPSNR.m 计算图像的PSNR值-Block matching motion estimation algorithm The following is a simple project m file comments: main.m calls through the main function of basic block matching algorithm FullSearch.m full search method (also known as the Exhaustive Search) ThreeStepSearch.m three-step search method (Three Step Search) NewTSS.m new three-step search method (New Three Step Search Algorithm) SESTSS.m simple and efficient three-step search method (Simple And Efficient TSS) FourSS.m four-step search method (Four Step Search) DS. m diamond search method (Diamond Search) ARPS.m adaptive path search method (Adaptive Root Pattern Search) costFuncMAD.m mean absolute error between the cost of the function minCost.m macroblock most small motionComp.m calculated image reconstruction imgPSNR.m image PSNR value
Platform: | Size: 4724736 | Author: alan | Hits:

[matlabpsnr

Description: 计算两幅图像峰值信噪比的matlab函数-Calculate PSNR of two images of the matlab function
Platform: | Size: 1024 | Author: yaoheng | Hits:

[Software EngineeringMATLAB

Description: 以六杆机构为例,研究了MATLAB的机构运动仿真方法,建立了仿真模型,设置各项参数后进行了仿真,并得出了正确的结果。与其它方法相比,最大的优点是无需建立机构运动的数学模型和编制程序,具有系统建模方便直观和仿真功能强大的特点,能大大减轻设计人员的工作,为机械系统的建模仿真提供一个强大而方便的工具-function [A] = psnr(image,image_prime,M,N) Name: Chris Shoemaker Course: EER-280- Digital Watermarking Project: Calculates the PSNR (Peak Signal to Noise Ratio) of images A and A , both of size MxN
Platform: | Size: 548864 | Author: 程风仪 | Hits:

[Special EffectsC

Description: 运用matlab对图像进行放大:像素复制法和双线性插值法。像素复制方法的图像缩放的原理主要是对原来输入图像的整行或是整列像素进行简单的复制与删除,达到改变图像大小的目的。双线性插值放大算法中,目标图像中新创造的象素值,是由原图像位置在它附近的小区域象素的值通过加权平均计算得出的。-Write MATLAB function to zoom a grayscale image from original size to the given output size through two different methods: a) pixel repetition and b) bilinear interpolation. Zoom the images processed in the Task 2 back to the original size using above mentioned methods. Calculate MSE and PSNR for the original and zoomed images using MATLAB methods written for the Task 1. Plot the MSE and PSNR as function of the size reduction ratio respectively. Define what combination of shrink/zoom methods provides the minimal MSE and maximal PSNR for the same size reduction ratio.
Platform: | Size: 5120 | Author: 宁可 | Hits:

[Otherpsnr

Description: 计算修改过的图像的峰值信噪比,可作为MATLAB中的一个函数来调用。-Calculation of the modified peak signal to noise ratio of the image can be used as a function in MATLAB to call.
Platform: | Size: 610304 | Author: qiuxiao_huang | Hits:

[Software Engineeringpsnr_matlab

Description: 在matlab中实现峰值信噪比的函数 function y=psnr(im1,im2) 计算峰值信噪比程序——————————————— - ininput im1 : the original image matrix-For peak signal to noise ratio in matlab function function y = psnr (im1, im2) calculated PSNR program
Platform: | Size: 1024 | Author: 孟雪 | Hits:

[Special Effectslsb-MATLAB

Description: 本论文包含5个源程序,分别为LSBCut、LSBCollage、DCTCut、DCTCollage和PSNR,其中LSBCut实现了LSB水印算法的剪切篡改的检测、LSBCollage实现了LSB水印算法的拼贴篡改的检测、DCTCut实现了DCT水印算法的剪切篡改的检测、DCTCollage实现了DCT水印算法的拼贴篡改的检测、PSNR功能是计算嵌入水印嵌入的峰值信噪比,以此来说明嵌入水印后图像载体的失真大小。LSBCut、LSBCollage、DCTCut、DCTCollage是独立的程序,每个程序独立完成一种篡改检测的功能且都有一个输出参数,没有输入参数,输出的参数是漏警概率。PSNR需要LSBCut、LSBCollage、DCTCut、DCTCollage产生的嵌入水印后的图像和原始图像作为输入参数,作为LSBCut、LSBCollage、DCTCut和DCTCollage的内函数使用。-This thesis contains five source program, LSBCut, LSBCollage respectively, DCTCut, DCTCollage and PSNR, including LSBCut implements the LSB watermarking algorithm of shear tampering detection, LSB watermarking algorithm was realized LSBCollage collage tampering detection, DCTCut implements the DCT watermarking algorithm of shear tampering detection, DCTCollage implements the DCT watermarking algorithm of collage of tampering detection, PSNR function is to embed watermark embedding peak signal-to-noise ratio, in order to show that embedded watermark image carrier after distortion.LSBCut, LSBCollage, DCTCut, DCTCollage is independent of the programs, each program independently a tamper detection function and has an output parameter, no input parameters, output parameters are leakage alarm probability.PSNR need LSBCut, LSBCollage, DCTCut, DCTCollage of embedded watermark image and the original image as the input parameters, as LSBCut, LSBCollage, DCTCut and DCTCollage function in use.
Platform: | Size: 20418560 | Author: 王成优 | Hits:

[Algorithmwpsnr.m

Description: This function displays the PSNR (peak signal-to-noise ratio) between two images. The answer is in decibels (dB). PSNR is very common in image processing. A sample use is in the comparison between an original image and a coded/decoded image. Typical quoted PSNR figures are in the range +25 to +35dB. The syntax for this file is PSNR(A,B), where A and B are MATLAB Intensity Images, with matrix-elements in the interval [0,1] The function can be adapted for images with 256 gray levels.
Platform: | Size: 1024 | Author: yokiqust | Hits:

[WaveletPSNR

Description: This is a MATLAB code used to calculate the PSNR of a function.
Platform: | Size: 1024 | Author: kashbaba | Hits:

[Graph program图像清晰度评价指标Matlab

Description: 图像清晰度评价函数说明 1、熵: 表示图像所包含的平均信息量的多少,嫡值越大则所含信息量越多。 文件名:entropy.m 结果:EN 2、交叉嫡:反映两幅图像的差异,交叉嫡越小,则融合图像和原图像的差别越小。 文件名:cross_entropy.m 结果:平均交叉嫡MCE,均方根交叉嫡RCE 3、峰值信噪比: PSNR越高,说明融合效果与质量越好。 文件名:psnr.m 结果:PSNR 4、Qabf: 评价边缘或梯度质量,越大边缘越明显 文件名:Qabf.m 结果:Qabf(QAB/F) 5、平均梯度(Average Gradient):也称为清晰度,反映了图像中的微小细节反差与纹理变化特征,同时也反映了图像的清晰度,越大越好。 文件名:avg_gradient 调用:outval = avg_gradient(img) 6、结构相似性指数: SSIM指原图像和融合图像的相似程度,值越大越相似 文件名:ssim.m 结果:SSIM 7、互信息:MI(mutual information) 8、NMI: Normalized mutual information(Image sharpness evaluation function)
Platform: | Size: 312320 | Author: 随风之鱼 | Hits:
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