how to deblur image

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Image processing (i) image deformation (1) image processing of-siggraph 2014_ for rectangular panoramic image restoration

Recently found, read the article, not a few days to forget, so began to write something to record the algorithm that has been studied. Nonsense not much said, today read this document "Rectangling panoramic Images via warping", so do a record. This literature algorithm is divided into two steps: 1, the first step needs to calculate the image of the minimum energy line, the image of the pre-degeneration. Re

Image retrieval: content-based Image Retrieval Technology _ Image Retrieval

Background and significance In the Web2.0 era, especially with the popularity of social networking sites like Flickr and Facebook, images, videos, audio, text and other heterogeneous data are growing at an alarming rate every day. For example, Facebook has more than 1 billion registered users and uploads more than 1 billion images a month. Flickr images submitted to the site in 2015, the number of users uploaded pictures of 728 million, the average daily upload about 2 million of the picture; Ch

Image processing (19) Image deformation-siggraph 2006_ image processing based on moving least squares

First, the background significance Writing this blog should be so far I have seen many areas of the classic paper algorithm involves moving least squares (MLS). See this algorithm is very important, first look at its related classic applications: 1, image deformation. In the field of image processing paper: Image deformation using moving least squares using the p

MATLAB uses the IMAGESC function to display the image, how to come out of the image and the original image ratio is different? __ function

I use the IMAGESC function to display the image, because the parameter can be added Colorbar function, but the display of the image and the original image scale is not the same, do not know what the reason. Moreover, the size of the digital font on the Colorbar can be changed but a storage, the larger font has been restored. Is it a bug in MATLAB for this feature

Php image processing class (generating thumbnails, image size adjustment, image capturing, Image watermarking, and image rotation)

Use Demo: The code is as follows Copy Code //Load class library file Require_once ' path/to/thumblib.inc.php '; //Instantiate the class library, and the address of the image you want to process can be either a network address or a local address $thumb = phpthumbfactory::create (' http://www.111cn.net/'); //Reduce the picture to a maximum width of 100px or maximum 100px, and when only one parameter is entered, it is the

Atitit. Image processing JPG image compression cleanup junk image Java version

Atitit. image Processing jpg image compression cleanup trash picture Java version1. Clean picture compressed picture size 12. So to use ImageWriter 13. Thumbnails quality compression builder. outputquality (0.9); 24. handling of the Attilax framework Code 25. To an article that mentions how to control the quality of JPG images after compression 36. Reference 41. Clear the

PHP image processing image rotation and image Flip Example _php tips

The rotation and rollover of pictures is also a common feature in Web projects, but this is two different concepts, the rotation of the picture is a specific angle to rotate the picture, and the flip of the picture is the content of the picture in a specific direction of the swap. The picture flips needs to write the function to implement by oneself, but the rotation picture can use directly with the Imagerotate () function which provides in the GD library completes. The prototype of the functio

Explanation of Common English names of Image Processing

operation of a linear shift-free system. Convolution kernel; 1, a two-dimensional digital array used for digital image Convolution filtering; 2, a function for Convolution with images or signals. Curve; 1. A continuous path of space; 2 indicates a set of pixels of a path (see the arc and closed Curve ). Deblurring deblur; 1. An operation to reduce image blur and

Digital image processing vocabulary

falls inside the object. Convolution convolution is an operation that combines two functions into a third function. convolution depicts the operation of a linear shift-free system. Convolution volution kernel convolution kernel 1, a two-dimensional digital array used for digital image convolution filtering. 2, a function for Convolution with images or signals. Curve 1, a continuous path of space, 2 represents a set of pixels of a path (see the arc, c

Can cow image how to watermark? Can cow image to image watermark Tutorial

First step, install and open the cow image on the computer, then click on the middle, "open a picture." The second step, then we find the image to process the watermark and then click on the upper left corner of the "Go watermark." The third step, in the watermark to the interface to select the area to watermark, click on the right "1", select a rectangular box or a cir

Android Image Processing (image synthesis, image rounded corner, image flip, image scaling)

Image Synthesis /*** Image Synthesis* @ Param bitmap* @ Return*/Private Bitmap createBitmap (Bitmap src, Bitmap watermark ){If (src = null ){Return null;}Int w = src. getWidth ();Int h = src. getHeight ();Int ww = watermark. getWidth ();Int wh = watermark. getHeight ();// Create the new blank bitmapBitmap newb = Bitmap. createBitmap (w, h, Config. ARGB_8888); // create a new Bitmap with the same length and

PHP certificate image generated PHP output image PHP generated image PHP image collection

$realname="Name";$schoolname="School";$idcard="Social Security Number";$image=Imagecreatefrompng (' Certification.png ');//The path of the certificate template picture file$red=Imagecolorallocate ($image,xx,xx,xx);//Font Color//Imagettftext ("Image", "Font Size", "Rotate Text", "left Position", "Top Position", "Font Color", "Font Name", "text to Print ");Imagettf

Kindeditor Extended paste Image function & Modify image upload path and upload image to image server via Webapi

ObjectiveKindeditor is a very useful rich text editor, it's simple to use I will no longer introduce. But kindeditor the picture processing is not ideal.There are two issues to be addressed in this blog post: Kindeditor Extended Paste Image feature Kindeditor Modify image upload path and upload image to Image

Scroll through the scrollView loop --- the last image is followed by the first image. The first image is followed by the last image.

Scroll through the scrollView loop --- the last image is followed by the first image. The first image is followed by the last image. Problem description: scrollView-the last image is followed by the first image. The first

Based on the image address, save the image to the local ins to save the image. save the image by using the software word.

Save the image. image address: save the image to the local device based on the image address: functiongetImg ($ url, $ filename) {if ($ url) returnfalse; enable the output control buffer ob_start (); read the url image file and write it to the output cache readfile ($ url).

Query and active status of the source image in the source image. The source image is in the active status and the source image is in the SIA status.

650) This. width = 650; "src =" http://s3.51cto.com/wyfs02/M00/54/18/wKiom1R37NSiJ26XAAEomW3fZcQ818.jpg "Title =" image 1.png "alt =" wkiom1r37nsij26xaaeomw3fzcq818.jpg "/> Query procedure: Topology: A is the one-hop router of bcde, and B is the successor router of CDE. 10.0 of the vrouters are disconnected, and 10.0 of a enters the active state. A will send a query to bcde. After receiving the query, the CDE will know that a cannot access the 10.0

Image format conversion in Python image processing library pil

OIn Digital image processing, there are specific processing algorithms for different image formats. So, before we do the image processing, we need to think about the format of the image we want to design and implementation of the algorithm. Based on this requirement, this paper uses the

"Single image Haze removal Using Dark Channel Prior" The principle, realization, effect and other of image de-fog algorithm.

Time 2013-09-04 17:05:05 iteye-blog original http://hw19886200.iteye.com/blog/1936487 In the field of Image de-fog, few people do not know the "single image Haze removal Using Dark Channel Prior" article, which is the 2009 CVPR best paper. Dr. He Keming, who graduated from Tsinghua University in 2007 and graduated from the Chinese University of Hong Kong in 2011, is a deep-rooted, lamented the level of some

Image retrieval (5): Implementation of small image database retrieval based on OPENCV

Tags: resid code test different Gauss Line name blog TPSThis paper summarizes the previous articles and realizes a small image retrieval application.A small image retrieval application can be divided into two parts: Train, build the feature database of the image set. Retrieval, retrieving, given image, ret

Image grayscale transformation and image array manipulation

Python image grayscale transformation and image array manipulationMingchaosun font: [Increase decrease] Type: Reprint time: 2016-01-27 I want to commentThis article mainly describes the Python image grayscale transformation and image array operation related data, the need for friends can refer to the followingUse Pytho

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