Create mask from bwtraceboundary in Matlab
image,matlab,image-processing,mask,boundary
It's very simple. I actually wouldn't use the code above and use the image processing toolbox instead. There's a built-in function to remove any white pixels that touch the border of the image. Use the imclearborder function. The function will return a new binary image where any pixels that were...
C# native Image template match (FIXED)
c#,performance,image-processing,native,template-matching
Did you try locking bits or using FastBitmap implementation? You should be able to find tons of implementations like this one. It should speed up getting pixels multiple times. You just need to take care of properly disposing it.
How to improve performance method GetThumbnailAsync in window phone 8.1
c#,image-processing,optimization,winrt-xaml
You are currently awaiting file.GetThumbnailAsync for each file which means that although the function is executed asynchronously for each file, it is executed in order, not in parallel. Try converting each async operation returned from file.GetThumbnailAsyncto a Task and then storing those in a list and then await all tasks...
effect of ligting on image segmentation in matllab
matlab,image-processing,image-segmentation,fuzzy-c-means
First rule in segmentation is "try to describe how you (as a human being) were able to do the segmentation". Once you do that the algorithm becomes clear. In other words, you must perform the following 2 tasks: Identify the unique features of each segmented part (in your case -...
Warning: IMSHOW(I,N) is an obsolete syntax. Your grayscale image will be displayed using 256 shades of gray
You can't subindex like that, try: a(u+1,v+1, x+1,y+1)=alpha1(u+1)*alpha2(v+1)*cos((2*x+1)*u*pi/(2*n))*cos((2*y+1)*v*pi/(2*n)) Edit: You had 3 problems. You were still trying to pull data out as if it were a submatrix, then fixing that the dimensions weren't correct, and the error you commented on. This is to fix all of them. imshow(squeeze(mag(i,j,:,:)),[0, 255]); ...
How to concatenate 3 histograms on the same graph in Matlab
matlab,image-processing,plot,histogram
Assuming uint8 precision, each call to imhist will give you a 256 x 1 vector, and so you can concatenate these together into a single 768 x 1 vector. After, call bar with the histc flag. Assuming you have your image stored in im, do this: red = imhist(im(:,:,1)); green...
How to rearrange each image patch into number of column vector [duplicate]
If reshape is allowed, permute is definitely allowed. Assuming both the original and block sub-matrix are square matrices Here is one approach out = permute(reshape(A,blSz,size(A,1)/blSz,blSz,[]),[1 3 2 4]); out = reshape(out,size(out,1)*size(out,1),[]); Sample inputs: A = randi(50,8); %// Change it with your original `512x512` matrix blSz = 2; %// Change it...
Convert Android image into a file that MATLAB can read
android,image,matlab,image-processing,bitmap
If I'm interpreting your question correctly, you have an image stored in the Bitmap class and you want to save this to file locally on your Android device. You then want to load this image into MATLAB for your image recognition algorithm. Given the fact that your image is in...
Displaying a 32-bit image with NaN values (ImageJ)
python,image-processing,imagej
The display range of your image might not be set correctly. Try outputImp.resetDisplayRange() or outputImp.setDisplayRange(Stats.min, Stats.max) See the ImagePlus javadoc for more info....
How to detect objects in an image based on colour?
image,matlab,image-processing,image-segmentation,text-segmentation
Yes there is, I guess. First, I am assuming that the second image is EXACTLY the same as the first image, but with colors. The first thing I would do is match the images, as you want the mask to be exactly on top of the other image. To do...
What is the need of normalisation in image?
In MATLAB, many functions make assumptions about the range of values in an image. Usually, images are stored either as uint8 or double. In the case of uint8, the range is 0...255 (which is all possible values in a uint8.). For double, MATLAB chose a value range from 0...1. To...
How to combine images in Ruby
ruby-on-rails,ruby,linux,shell,image-processing
Try: 'rmagick' gem require 'rmagick' image_list = Magick::ImageList.new("image1.png", "image2.png", "image3.png") image_list.write("combine.png") You can also refer this SO Question it's similar to yours....
Imageresizer.net not resizing image coming from the database
asp.net-mvc,image-processing,image-resizing,imageresizer
Thanks to the suggestion from TiestonT I was able to solve the problem using the SqlReader plugin.
Simple way to resize large number of image files
shell,image-processing,python-imaging-library
I would use GNU Parallel, like this to make the most of all those cores: find . -name \*.jpg | parallel -j 16 convert {} -resize 256x256 {} If you had fewer files, you could do it like this, but the commandline would be too long for 45,000 files: parallel...
thicken an object of image to a curve in matlab
This is called "skeletonization" and you can do it with the function bwmorph: bwmorph(Img, 'skel', Inf); Best...
HOG Feature Extraction of Arabic Line Images
image-processing,machine-learning,computer-vision
Test, Train and Validate Read this stats SE question: What is the difference between test set and validation set? This is basic machine learning, so you should probably go back and review your course literature, since it seems like you're missing some pretty important machine learning concepts. Do we...
Display .bin depth image in Matlab
image,matlab,image-processing,bin
There are row major and column major programming languages. To simplify, which is the second element in memory? First column second row or second column first row? There is no "right" answer, thus there are programming languages using the one or the other. This is the major problem in your...
Captcha with merging a number with real image
image,image-processing,merge,captcha
Google sources these Captcha images from Street View imagery. Direct quote from Google spokesperson: We’re currently running an experiment in which characters from Street View images are appearing in CAPTCHAs. We often extract data such as street names and traffic signs from Street View imagery to improve Google Maps with...
imread function doesn't work in matlab
matlab,image-processing,matlab-figure
The problem you are experiencing comes from saving the data to a MATLAB data file, renaming the file with a .jpg extension and trying to use imread to read in the data. This unfortunately doesn't work. You can't change the file type of your data from .mat to .jpg. All...
imshow is not working
You need to put the waiKey() inside the for loop for(int i=0;i<=learningframes;i++) { cap>>frame; imshow("nn",frame); cvtColor(frame,framehsv,CV_BGR2HSV); inRange(framehsv,Scalar(0,30,0),Scalar(50,150,255),framethr); framethr.convertTo(framethr,CV_32F); accumulate(framethr,frameaccF); waitKey(0); } ...
Finding 3D coordinate of object
opencv,image-processing,3d,camera-calibration
x, y image point only determines a ray from the camera centers through the image point. It has infinite number of possible z and when you multiply images point with inverse matrices you will get an equation of a ray or a line. It is impossible to get 3D from...
Is it possible to add a watermark on to a JPG without re-compression?
php,image-processing,jpeg,watermark,lossless-compression
Realistically, you have to recode. The way to do is to ensure that the component sampling and the quantization tables are the same. That will minimize any recoding distortion.
“Can't open file ”C:“ for reading; you may not have read permission.” error in MATLAB
image,matlab,image-processing,svm,imread
The code should output the warning: "Warning: Escape sequence '\U' is not valid. See 'help sprintf' for valid escape sequences. " You need to escape the \ when using sprintf. With yor code path is C:. For examples how proper escaping is done, please check the documentation for sprintf. Instead...
Rotate image without cropping OpenCV
python,opencv,image-processing
Create new square image with dimension = diagonal of your initial image. Draw initial image into the center of new image. Rotate new image
Lab-image values on both of a and b axises exceeds the range
java,opencv,image-processing,colors,javacv
Results for L*a*b* conversion on 8-bit images is automatically scaled: RGB <-> CIE Lab* (CV_BGR2Lab, CV_RGB2Lab, CV_Lab2BGR, CV_Lab2RGB). ... This outputs 0 <= L <= 100, -127 <= a <= 127, -127 <= b <= 127. The values are then converted to the destination data type: 8-bit images L <-...
Error in writing a grayscale image
I found this: "ArrayStoreException -- if an element in the src array could not be stored into the dest array because of a type mismatch." http://www.tutorialspoint.com/java/lang/system_arraycopy.htm Two thoughts: You're copying an int-array into a byte-array. That's not part of the exceptions, but are the dimensions right? arr is a two-dimensional...
Detecting white image background with PHP?
javascript,php,css,image,image-processing
Even there are a lot of pitfalls in whole process, I would choose doing it using PHP. Firstly, answer yourself following: What exactly will be mostly white background? Does RGB(250,250,250) still counts? Does PNG with alpha channel counts (RGBA)? Does image with light/bright yellow counts? Does image with black border...
Saving images with more than 8 bits per pixel in matlab
image,matlab,image-processing,computer-vision
You can use the bitdepth parameter to set that. imwrite(img,'myimg.png','bitdepth',16) Of course, not all image formats support all bitdepths, so make sure you are choosing the the right format for your data....
Java encode raw bytes into image simple image fomat/ file
java,image,scala,image-processing
Before you write it out with ImageIO, create a BufferedImage first. It can be as simple as using the setRGB methods, and has the added benefit of allowing you to observe the image before writing it out.
How do I find and remove white specks from an image using SciPy/NumPy?
python,image-processing,numpy,scipy
You could simply try a median filter with a small kernel size, from scipy.ndimage import median_filter filtered_array = median_filter(random_array, size=3) which will remove the specks without noticeably changing the original image. A median filter is well suited for such tasks since it will better preserve features in your original image...
How to swap pixels of an image randomly?
java,arrays,image-processing,bufferedimage
The code below edits the image in place. So no need to create new objects, which should simplify. If you need to keep the original, just copy it entirely first. Also, no need to save to separate arrays. Since you said "shuffle" I assume you want to swap the tiles...
Connecting two binary objects in matlab
Morphological operations are suitable but i would suggest line structuring element as your arrangement is horizontal and you do not want overlaps between lines: clear clc close all BW = im2bw(imread('Silhouette.png')); BW = imclearborder(BW); se = strel('line',10,0); dilateddBW = imdilate(BW,se); img= imerode(BW,se); figure; imshow(img) ...
How to read the data of a raw image in python - approach
python,opencv,image-processing,numpy
If you have the raw image ("my_picture.raw")? You could totally use OpenCV-Python to look at it. raw_data = imread('my_picture.raw') This should give you a numpy array of the pixels that your raw file contains. Then, you can do some basic operations on the data (accessing pixels, doing object/feature recognition, etc.)....
How to segment out the region of interest in this mask
Referencing your answer, using bwconncomp is certainly a valid approach, but the problem here is that the left and right pages are connected if you look at the spine of the book. Therefore, if you tried to do what you suggested, the entire book will be labelled as a single...
Zero out portion of multidim numpy array
python-2.7,image-processing,numpy
Use array slicing. If xmin, xmax, ymin and ymax are the indices of area of the array you want to set to zero, then: a[xmin:xmax,ymin:ymax,:] = 0. ...
Displaying surface with non-rectangular boundary
matlab,image-processing,plot,3d,surface
Setting those values to NaN should do. Here's an example: [x, y] = ndgrid(linspace(-1,1,500)); z = cos(2*pi*(x+y)*2); z(x.^2+y.^2>1) = NaN; %// remove values outside unit circle surf(x,y,z,'edgecolor','none') colorbar view(2) axis equal ...
How to convert byte array to image in php?
php,image,image-processing,bytearray
Use pack to convert data into binary string, es: $data = implode('', array_map(function($e) { return pack("C*", $e); }, $MemberImage)); // header here // ... // body echo $data; ...
Apply multiple effect on bitmap without saving it
android,image-processing,bitmap,textures,effect
Create 3 textures, instead of 2: private int[] mTextures = new int[3]; private void loadTextures() { // Generate textures GLES20.glGenTextures(3, mTextures, 0); ... after that, you can apply sequentially two effects one after another, like that: private void applyEffect() { if (mNeedSecondEffect) { mEffect.apply(mTextures[0], mImageWidth, mImageHeight, mTextures[2]); mSecondEffect.apply(mTextures[2], mImageWidth, mImageHeight,...
Send portion of an image to client in PHP
I don't have any large map image or something you have.. But for an example i just searched on google and got a random image which meets your need. Step 1 : Use the imagecreatefrompng to generate image from the .png file $srcp = imagecreatefrompng("http://www.clker.com/cliparts/O/f/g/g/S/T/curly-frame-hi.png"); You may point to any...
How to convert a point in image imrotated with loose option to a point in image imrotated with crop option in Matlab?
image,matlab,image-processing,matlab-figure,coordinate-systems
I found a solution , please feel free to check it for fun :) I = imread('cameraman.tif'); Im1 = imrotate(I,-45); % Image imrotated with loose option Im2 = imrotate(I,-45,'nearest','crop');% Image imrotated with crop option % draw image 1 loose figure(1); subplot(2,1,1), imagesc(Im1), axis image; drawnow; %%Get a point title('Select a...
Using OpenCV in Swift iOS
ios,swift,opencv,image-processing
OpenCV is a framework written in C++. Apple's reference tell us that You cannot import C++ code directly into Swift. Instead, create an Objective-C or C wrapper for C++ code. so you cannot directly import and use OpenCV in a swift project, but this is actually not bad at all...
how to detect partial corrupted images in Jpg/Jpeg format
I used already detected corrupted images for analyzing corrupted parts. Then use these results to detect possible corruption. Here is Matlab code: clear; clc; FOLDER1 = './'; query_folder1 = FOLDER1; % Some corrupted samples are here. query_pt1 = dir(strcat(query_folder1, '*.jpg')); nFile1 = length(query_pt1); % file number OFF = 10; for...
Obj-C Method calls super slow, lots more CPU usage?
objective-c,performance,image-processing
TL;DR - You will want to investigate the use of NSObject -methodForSelector: as a means of avoiding Objective-C runtime overhead. Use this judiciously. - There's some terminology that comes from Smalltalk that is useful in keeping a mental model of what's really going on. We generally refer to invoking a...
Performing a phase correlation with fft in R
r,image-processing,fft,cross-correlation
The code looks correct from what I know about phase correlation. If I understand what you want correctly, you are trying to use phase correlation to determine the offset between two images given that their homographies are nothing more than horizontal and vertical offsets. The fact that you're only getting...
How to match the resulting “map” with the given “color_map”?
image,matlab,image-processing,computer-vision,vision
Using rgb2ind performs a colour quantization (the default is uniform quantization directly in RGB space and we also apply dithering to the image) of your image to a certain number of colours (in your case, 256) if you don't specify an input colour map. The map output provides a colour...
how to translate and scale the image?
image,matlab,image-processing,computer-vision,vision
Here is one solution where I make each brain tile a 32x32 image. The comments explain the code. But the basic idea is... using block proc to split the large image into a 5x8 grid, because it has 5 rows of brains and 8 columns of brains. I call each...
Python - creating a delay that takes in account the execution time
python,image-processing,time,delay
ummm .... you need basic math here time.sleep(delay-(time.time()-start)) ...
Reading all the files in sequence in MATLAB
From the Matlab forums, the dir command output sorting is not specified, but it seems to be purely alphabetical order (with purely I mean that it does not take into account sorter filenames first). Therefore, you would have to manually sort the names. The following code is taken from this...
How to separate the patches in the image?
image,matlab,image-processing,computer-vision,vision
Assuming your large image is stored in A, then ind = arrayfun(@(ii) [ceil(ii/8) ,mod(ii-1, 8)+1], 1:40, 'uniformoutput',0); Acell = cellfun(@(rc) A((1:64)+64*(rc(1)-1), (1:64)+64*(rc(2)-1)), ind, 'UniformOutput', 0); should return a cell array Acell containing the individual images. The idea is to generate a vector of indices first, determining the order in which...
How to convert image from double to uint8 in matlab?
The im2uint8 function assumes that your double image is scaled to the range [0,1]. If your image has values larger than 1 or smaller than 0, these values will be clipped. See the following example: im2uint8([-1 0 0.5 1 2]) ans = 0 0 128 255 255 The solution is...
Make strip of nan in a matrice matlab
matlab,image-processing,matlab-figure
I interpreted you question as "how can I repeatedly draw black lines with a given width and a specified offset over an image". img = imread('peppers.png'); height = size(img,1); strip_width = 4; strip_offset = 30; line_start_idx = 0:(strip_width+strip_offset):height; line_idx = ndgrid(line_start_idx,1:strip_width)'; line_idx = line_idx(:); line_add = repmat(1:strip_width,1,length(line_start_idx))'; line_idx = line_idx...
How to prevent exceeding matrix dimensions while dividing an image into blocks?
image,matlab,image-processing,image-segmentation
If you simply want to ignore the columns/rows that lie outside full sub-blocks, you just subtract the width/height of the sub-block from the corresponding loop ranges: overlap = 4 blockWidth = 8; blockHeight = 8; count = 1; for i = 1:overlap:size(img,1) - blockHeight + 1 for j = 1:overlap:size(img,2)...
I don't get the use of axis(1:2) in Matlab?
matlab,image-processing,matlab-figure
The function axis does different things whether you pass an argument or not. Without any parameters, it returns the current axis bounds (see the documentation here), whereas with parameters, it tries to set the current axis to a specified range (documentation). axises = axis stores the current axis bounds in...
complicated matlab image processing
matlab,image-processing,signals
This forum is not a Give Me the Code service!!!... Having said that, here is precisely what you requested, with the code profusely commented and plotting the image processing steps :)..... %% Processing % Reading Image X0=imread('Pentode 10kHz.gif'); X1=512*(X0([21:219],[15:263])); imshow(512*(1-X1)); X2=X1; % Removing Division Dotted Lines and Axis X2(5:5:end,:)=[]; X2(:,5:5:end)=[];...
How can I determine the length of a multi-page TIFF using Python Image Library (PIL)?
python,image-processing,python-imaging-library,tiff
If you can wait until 1st July 2015, the next release of Pillow (the PIL fork) will allow you to check this using n_frames. If you can't wait until then, you can copy that implementation,patch your own version, or use the latest dev version. More info here: https://github.com/python-pillow/Pillow/pull/1261...
Image Preprocessing for cave painting extraction
opencv,image-processing,opencv3.0
You can use decorrelation stretching for this. Take a look at this. You'll find pre-processing techniques they are using in combination with decorrelation stretching to segment rock paintings. Here in my blog post you'll find an implementation of decorrelation stretching using OpenCV.
Detecting individual images in an array of images
That sounds pretty simple compared to the things you've already implemented; you could calculate an average pixel value per row, and call the resulting signal s(n) (n being the row number). set a threshold for s(n), setting everything below that threshold to 0 and everything above to 1 Assuming you...
computing Histogram of oriented gradients on log polar bins [closed]
matlab,opencv,image-processing,computer-vision,emgucv
What you are describing sounds pretty much like the C-HOG (circular HOG) features in the original HOG paper. The only difference wrt typical hog is the shape of the bins. I think it would be best to: iterate over the pixels calculate the circular bin number for each pixel add...
Increase Size of Black Bullets in Image in C#
The image processing operation you need is morphological dilation or, in your case with black dots on white background morphological erosion.
Bandpass Filter in Python for Image Processing
python,image,opencv,image-processing,filtering
This might be what you're looking for: http://matplotlib.org/users/image_tutorial.html Specificially look at the "Examining a specific data range" This will allow you to easily clip the image....
MATLAB ConnectedComponentLabeler does not work in for loop
image,matlab,image-processing,computer-vision,matlab-cvst
The error is a bit hard to understand, but I can explain what exactly it means. When you use the CVST Connected Components Labeller, it assumes that all of your images that you're going to use with the function are all the same size. That error happens because it looks...
Capturing macro and micro geometry using image features
image-processing,textures,sift,pattern-recognition,lbph-algorithm
Why do you need a generic algorithm? You have: local non parametric features (like LBP) to capture micro macro features (like corner detectors, sift) overall geometry invariant statistics (like histograms, Fourier transform etc) Just calculate all the features, concatenate them in a single vector and this vector is the result...
How do I correct this LockBits math error?
c#,image-processing,rgb,getpixel,lockbits
Assuming that rgbValues is a byte array, the statement rgbValues[counter] -= 128; is equivalent to rgbValues[counter] = (byte)(rgbValues[counter] - 128); So if rgbValues[counter] equals zero, it gets set to (byte)(-128). The problem is that, unlike int, the byte data type is unsigned and cannot represent negative values. As EBrown notes,...
How can I replace the white rectangle within an image using ImageMagick?
php,image-processing,imagemagick
I think you can locate the shape pretty accurately with a simple threshold, like this: convert image.jpg -threshold 90% result.jpg and you can then do a Canny edge detection like this: convert image.jpg -threshold 90% -canny 0x1+10%+30% result.jpg The next things I would be looking at are, using the -trim...
Back ground Subtraction class pros please answer
image,opencv,image-processing,background-subtraction,pixel-manipulation
I made a new class from scratch and that solved the problem.Use the accumulator and frame subtraction methods to recreate the backgoundSubtractorMOG and i developed my own codebook model.
Extracting polygon given coordinates from an image using OpenCV
python,opencv,image-processing
Use cv2.fillConvexPoly so that you can specify a 2D array of points and define a mask which fills in the shape that is defined by these points to be white in the mask. Some fair warning should be made where the points that are defined in your polygon are convex...
how can i know if the image is in RGB or BGR format?
java,opencv,image-processing,rgb,bgr
If your image is a BufferedImage then you can ask for his type with getType(), and test against the several constants (see: BufferedImage).
OpenCV Java RGB BGR
java,opencv,image-processing,video
From the comment section of a page with some extremely similar code: comment.
conversion between Mat and Mat1b/Mat3b
c++,opencv,image-processing,mat
Mat1b and Mat3b are just two pre-defined cases of Mat types, which are defined in core.hpp as follows: typedef Mat_<uchar> Mat1b; ... typedef Mat_<Vec3b> Mat3b; That said, conversion between Mat and Mat1b/Mat3b should be quite natural/automatic: Mat1b mat1b; Mat3b mat3b; Mat mat; mat = mat1b; mat = mat3b; mat1b =...
Segmentation image processing using MATLAB
You are analyzing the areas of connected white pixels in your image, so you get: the white background (1) the inner area of the benzene ring (1) the inner areas of the two Os (2) the inner areas of the 8 (2) These are six objects in total. Invert your...
Manually Sharpen Image in Java without ConvolveOp
You should not multiply the RGB values directly. Check this answer: Understanding BufferedImage.getRGB output values You can decompose the image into 3 arrays (r,g,b), do the convoloution and then build a 3 channel image from the single channels. Your sharpening kernel is a addition of an edge filter and the...
Getting an image to render with php
php,image,laravel,image-processing
The code is working - the problem is it's sending extra information. The file is there, it is found, it is being sent. The link to your image returns: HTTP/1.1 200 OK Date: Wed, 17 Jun 2015 22:52:03 GMT Server: Apache Connection: close Content-Type: image/jpeg But the subsequent output is...
How to rearrange matrix column into block using for loop?
This is basically your script written backwards. Some assumptions have to be made, because not every rectangular matrix can arise from the process you described, and also because the dimensions of the original matrix cannot be uniquely determined from the set of blocks. So, I assume that the original matrix...
How to create thumbnails using opencv-python?
python,opencv,image-processing,python-imaging-library
You can use cv2.resize . Documentation here: http://docs.opencv.org/modules/imgproc/doc/geometric_transformations.html#resize In your case, assuming the input image im is a numpy array: maxsize = (1024,1024) imRes = cv2.resize(im,maxsize,interpolation=cv2.CV_INTER_AREA) There are different types of interpolation available (INTER_CUBIC, INTER_NEAREST, INTER_AREA,...) but according to the documentation if you need to shrink the image, you should...
OpenGL GLSL: How to implement the concept of gradient map in photoshop using fragment shader?
image-processing,glsl,photoshop
Based on the image and description, it looks like this maps the original grayscale value of the image to the blue-green gradient. There are various ways of converting color to grayscale, depending on the color system used. Many of the simple one are just a weighted sum of the RGB...
What does the index refer to when selecting a pixel on an image in Matlab?
matlab,image-processing,matlab-figure,dicom,figure
If you want to talk about "index", we need to go into what are known as indexed images. Take for example the mandrill data set that you can load into MATLAB via: >> load mandrill You see that there is a colour map called map and an indexed image called...
De-blur an image in matlab - Error in image dimensions
image,matlab,image-processing,computer-vision
You are basically trying to deblur a colour image but the process you speak of (deconvolution) assumes a grayscale image. You are getting a dimensions mismatch because doing ./ assumes that the matrices you are dividing with are the same dimensions because this is an element-wise operator. BTW, your beginning...
Pass Buffer to ChildProcess Node.js
javascript,node.js,image-processing,subprocess
You are not doing any work in a subprocess. It is just node -i and nothing else. All your image processing happens in the main process. To fix it, you can actually run another Node process and give it some script to execute, say worker.js: process.stdin.on('data',function(data) { var fs =...
Lowpass filter non working
matlab,image-processing,filter
For filtering this kind of signal, you can try to use the median filter. It might be more appropriated than a means or Gaussian filter. The median filter is very effective on "salt and paper" noise when the mean just blur the noise. As the signal seems very noisy, you...
adaptive thresholding ---ValueError: too many values to unpack
python,opencv,image-processing,adaptive-threshold
As per the documentation, the cv2.adaptiveThreshold() returns only 1 value that is the threshold image and in this case you are trying to receive 2 values from that method, that is why ValueError: too many values to unpack error is raised. After fixing the issue the code may look like:...
How to call OpenCV's MatchTemplate method from C#
c#,opencv,image-processing,emgucv,opencvsharp
Not sure what's wrong with the original C-like code, but I'm managed to get it working with C++ like code: using OpenCvSharp; using OpenCvSharp.CPlusPlus; // ... var image = new Mat("Image.png"); var template = new Mat("Template.png"); double minVal, maxVal; Point minLoc, maxLoc; var result = image.MatchTemplate(template, MatchTemplateMethod.CCoeffNormed); result.MinMaxLoc(out minVal, out...
Using key positions in steganography using DCT
Generally speaking, the extraction method assumes the knowledge of the embedding rules so it can reverse them. Deterministic processes are hardcoded, while for stochastic processes you need to provide additional information to replicate their state. For example: If you modify a specific DCT coefficient in an 8x8 block, the extraction...
Selecting Overlapping / Touching regions (Binary Images, Matlab)
This calls for a morphological reconstruction! In morphological reconstruction, you specify a marker and start reconstructing the original image from that marker point using a morphological dilation. Luckily for us, MATLAB already has a function for that, called imreconstruct in the Image Processing Toolbox, which is called by imreconstruct(marker,image) To...
Image processing approach
python,image-processing,image-segmentation,imagej
Thanks for all the suggestions. I have investigated many approaches to this problem and the best result I have had has been using opencv with haar like features cascade classification. I followed this tutorial, and achieved a high degree of accuracy: http://coding-robin.de/2013/07/22/train-your-own-opencv-haar-classifier.html Here is the result for the first two...
How to convert a RGB image to a two dimensional image in Matlab
image,matlab,image-processing,computer-vision,vision
If I understood right you can store the image data as a 2D array and use a colormap to assign it colors, displaying it as a "colorful" image. In this case the colormap will be a Nx3 array where each row corresponds to an index present (or not) in the...
How to scale a pattern before fill in fabricjs
html5,image,image-processing,html5-canvas,fabricjs
I made you a jsFiddle based on http://fabricjs.com/dynamic-patterns/ example. You can scale the image to a certain width from img.scaleToWidth(200);. You can now use this to accomplish what you need.
OpenCV get coordinates of red-only rectangle area
I think your result is quite good, maybe if you select the contour with greatest area using Image Moments and then finding the minimal rotated rectangle of the bigger contour. vector<cv::RotatedRect> cv::minRect( contours.size() ); for( size_t = 0; i < contours.size(); i++ ) { minRect[i] = minAreaRect( cv::Mat(contours[i]) ); }...
How to identify Bimodal Histograms automatically?
smooth histogram this filter out small local min max and noise use symmetric smoothing to avoid shifting to one side I smooth from left then from the right which lower the shifting a lot find/count the local max peaks count only big enough peaks (by some treshold) if peak...
How to get pixel coordinates from Feature Matching
python,opencv,image-processing,matching,feature-detection
matches returns a list of structures where each structure contains several fields... among them are two important fields: queryIdx - The index of the feature into kp1 that matches trainIdx - The index of the feature into kp2 that matches You'd use these to index into kp1 and kp2 and...
OpenCV / Image Processing techniques to find the centers of bright spots in an image
python,opencv,image-processing,feature-detection
The main thing to take away is energy function used in this context is any function that is used for a maximization problem. Here, the energy function is the sum of gradients/derivatives/differences (i.e. "detected borders likelihood" in this case). Since you seem to have a non-algorithmic background, I suggest you...