Questions tagged [image-processing]

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Pinhole Projection & Spheres

Would someone be able to explain why a sphere when projected with the pinhole projection model has its projected 2D image be an ellipsis. IN particular when the sphere is not directly in front of the ...
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30 views

How to extrapolate an object from a photo taken with an iPhone

First off, this may not be the right group, however, it is the closest one I can think of. I took a few pictures of a computer panel at a known distance, but the angle to a corner would require the ...
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1answer
28 views

How is the multiplication in Gaussian Blur implemented

I have a question regarding how the Gaussian blur works. A pixel consists on the combination of 3 colors: R,G and B. I have read that the Gaussian kernel is multiplied by the input image by placing ...
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1answer
37 views

Calculate the position and rotation of a quad in 3d space given a 2d projection of that quad from a camera

I am trying to build a VR tracking system with a laptop webcam, and I have succeeded in identifying, and tracking paper markers I put in front of my webcam. For context I am using OpenCV with the ...
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29 views

How to render a rotated raster image with lesser aliasing

I am wondering about techniques for rendering a rotated and or scaled raster image. Currently I use the following algorithm Render everything at double resolution and store the result in ...
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1answer
47 views

How to pass only the needed portion of the data calculated in a fragment shader to another fragment shader?

I have an image and I want to draw an arbitrary number of objects on that image. The center coordinates of those objects are calculated inside a fragment shader after series of image processing ...
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2answers
31 views

splitting hue & saturating and leaving value behind

In an HSV model, the Hue is the color model. So when we split the image or remove H, should we get an image without rgb colors? Similarly, saturation is the gray shade. I read that images become more ...
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1answer
63 views

How to calculate spatial frequency of an image just in one direction?

FFT spectra is not what is needed; what I need is a histogram showing which frequencies are there in image in horizontal direction, and which one is dominant Such spatial frequency is usually known ...
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3answers
71 views

How to paint onto 3d models

I have searched this topic for very long time and have found basically no information on it. If we have a 3d model with a uv layout. What is the basic technique for 3d painting on said model with a ...
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3answers
105 views

How to remove background text from an image file

I have this image below, I want to get rid of the text 'MSAR IDs' that is in the background. I am extracting the numbers from the image with OCR, the numbers that have a white background get extracted ...
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28 views

Do scanners and scanning software compensate and enhance blurry sources?

I received a pdf from a client containing several invoices. Upon further inspecting, some lines on the invoice seem digitally produced. When I tried selecting the page, copying it then pasting it on ...
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22 views

Implementing Feather feature of Photoshop

The "feather" in photo & video editing softwares like photoshop & Premiere Pro, I need to know whether it is simply a Gaussian blur around the edges of boundary or it is something ...
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Are there algorithms besides Canny edge detection that can create consistent width edges?

Sobel edge detection is pretty much the quintessential way to get edges out of an image. It however suffers from certain quirks. One example is, because it's gradient, based certain surfaces exhibit ...
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38 views

Interpreting Image Processing Math Equation

I am reading "Image Processing and Analysis" by Chan and Shen, c 2005 SIAM. They introduce some notation I'm not 100% sure how to interpret: $$ u_0(x)=u(x)+n(x), x=(x_1,x_2) \in \Omega $$ They ...
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47 views

What modern C++ Unit Testing Framework do you use for highly parallel image, 3D and higher dimensional matrix processing workloads? [closed]

Most of the existing open-source libraries such as OpenCV, Tensorflow, and Pytorch use Google Test. I would like to know about strong alternative testing frameworks that thrive under a similar ...
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HSI color space and RGB color space relationship in Steganography

I need to embed text in an image, research papers say HSI produces better mse and psnr therefore are better for steganography. I have RGB values(69,223,90) and its corresponding HSI is (127.223,0.458 ,...
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25 views

How Quantum works exactly in MagickCore?

It's been long I have been trying but I guess I will give up now, I am not able to understand some stuffs + documentations seem wrong. For example, In Magick++, the QuantumRange equations they ...
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What technique should I use to animate a summer picture to its winter version: linear interpolation, or opacity?

I've used a CycleGAN to generate the winter version from a summer picture (https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix). An example of the output can be seen in the top right corner: ...
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123 views

How to filter a photo to look like a cartoon / anime?

I am interested in reverse engineering a video effect, that is composed of different parts. I'll try to split it into different questions as advised on StackExchange Meta. Part 1: TV-Noise effect ...
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21 views

Create a TV noise effect

I am interested in reverse engineering a video effect, that is composed of different parts. I'll try to split it into different questions as advised on StackExchange Meta. This is the example image: ...
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47 views

What fast algorithms can generate not-realistic but quite handsome animated landscapes?

I was looking for algorithms that quickly compute quite nice realistic, or not realistic, animated landscapes, in video format ("animated" = the camera moves, or the water is animated, etc.) But all I ...
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Is it possible to develop this image generator from randomly redrawn detected edges or am I going straight to the wall?

Aim I would want to procedurally generate totally new images from a set of thousands of images of a given category (simple landscapes for example). Deep-learning won't be used for this purpose. This ...
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1answer
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Given a background image B and a composie image of A OVER B, can we somehow recover image A?

I often find myself in the situation where I have some old image where I composed a translucent overlay on top of a background, but then lost (or more likely discarded) the overlay. I still have pre-...
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Visualize the variance of an image

Let $h_j$ denote the image reconstruction filter of pixel $j$. I'm estimating the color value $$I_j=\int h_jf\:{\rm d}\mu$$ of the $j$th pixel (see [Veach, Section 8.2]) by an asymptotically ...
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1answer
45 views

Controlling “zoom” and “position” of a cubemap in shaders

I am trying to mimic reflections in image composition using shaders. I have gotten this far: In this image the floor is "reflecting" the back wall, however the reflection is uncanny because the ...
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Upscaling screenshots with subpixel rendered text

Upscaling a screenshot with subpixel antialiased text produces unpleasant color fringes, e.g. why does black text have orange and blue pixels This is especially annoying when trying to show an ...
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Extract object from image and apply it to different image

SHORT BACKGROUND: I am developing a neural network based model to differentiate benign and malignant ovarian tumors. I am working with transvaginal ultrasound images, some of which contains yellow ...
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What's the most efficient way to extract the information from Shipping Labels?

I'm currently using Google Cloud Vision API to extract shipping information from shipping labels. While, OCR accuracy is not the issue here, the problem is that the data extracted from the label is ...
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23 views

GIMP's Additional blending formula

I try to implement GIMP's the Additional blending mode for layers in my application. I've found the formula: E = min((M+I), 255) I think, that if I blend ...
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23 views

Convolution of multiple gaussian filters with different sizes

What is the size of the final filter after implement convolution of multiple gaussian filters with different sizes?
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1answer
82 views

Extracting information from EXR Files

I am relatively new to computer vision and image processing. I have a single EXR file with 7 channels: 1-3 give me the RGB values, 4-6 give me the surface normals coded as RGB values and 7th channel ...
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1answer
112 views

How do you add text dynamically to an image and export it?

Apologize for crossposting, but I posted this in Stack Overflow and thought it might be a better post here. Recently, Spotify released their 2019 Spotify wrapped web application, which is essentially ...
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1answer
54 views

What kind of denoising must follow locally adaptive binarization?

I am experimenting with local (adaptive) grey threshold for the binarization of B&W photographs of yellowed manuscripts: I got adaptive thresholding working in both scikit-image and cv2. In both ...
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1answer
73 views

How RGB images are formed when normalized between 0 and 1

There is a popular technique of normalising images by dividing each pixel with 255 so that it comes in the range of 0 and 1. But, then how the same colours are formed when we normalize images. for ...
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What does texture resolve mean?

In the context of render targets or textures, what does "resolve" mean? For example: To resolve a color texture. From my understanding, it seems to mean, "copy but process/convert at the same time", ...
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Fuse 3D-Points in Bundle Adjustment? [closed]

(Crossposting from here: https://softwareengineering.stackexchange.com/questions/399331/fuse-3d-points-in-bundel-adjustment) I'm actually implementing my own Pose-Estimation/- and -Refinement ...
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1answer
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How to create static alpha masks of an image

I have an image of following type- I want to create mask of the following type where the inside area is white and rest of it is black. How to do it?
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1answer
101 views

Artificially increase the region of interest of an image

I am solving an image segmentation problem. To increase the accuracy of the model, I came across the following preprocessing step- First, the set of pixels of the exterior border of the ROI is de- ...
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2answers
89 views

Is there way for polygon decomposition by thickness?

Here is an example dots representing coordinates of pixels added more representative example added real example added main problem
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3answers
381 views

Blurring image with RGB values without convolving it with a kernel

I'm using an app for face redaction that doesn't allow access to the source code but only allows me to pass pixel values for red, green and blue channel upon which it creates a matrix with the same ...
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1answer
77 views

Estimating the position of vertexes in a 3D model

Introduction to my project: We are machine learning scientists and working on a biomedical system for tracking tongue for speech pathology using a technology called EMA (Electromagnetic ...
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100 views

How RGB images are formed

I have a noob level question about RGB images- Pixels in RGB images are in the range of (0-255), so technically each channel ranges from 0(black) to 1(white), then why we say that each image has a Red,...
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1answer
95 views

Want to study computer graphics

I want to study computer graphics but I don't have a strong foundation in mathematics. I am doing a computer science degree that doesn't cover computer vision, image processing or computer graphics, ...
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Deskewing and Cropping Scans using ImageMagick

Attempting to deskew and crop scans of a CD booklet using ImageMagick. Here's one image which I've been using as an example on which to build my one-liner - https://mega.nz/#!jIQD3aqC!PbjG4_Xaq-...
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1answer
273 views

Downscaling texture via mipmap [DirectX 11]

I am implementing a post-processing effect in my DirectX 11 pet renderer. The post-processing pass is implemented by rendering a full-screen quad covered with texture containing original rendered ...
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75 views

How to separate, modulate, and reassemble spatial frequencies?

Background I am trying to create a node in Blender that would allow me to do what you would do with an audio equalizer but on the spatial frequencies of an image: A sort of panel with eight ...
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1answer
89 views

Origin of blurring and colour distortion in monochrome diagrams

I am analysing a large number of PDF files from scientific articles, all of which contain images which (I think) were originally monochrome ( black/white). The images have been extracted with Apache ...
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1answer
56 views

How to make the lines of a (binary) image dotted or dashed?

Let's say I had a binary image (i.e. only contains black and white pixels). For example, this one: How would I make all the lines in this image dotted or dashed? In other words, the eyes would be ...
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How to project an image on spherical surface with least possible distortion

I did not know where to ask, I will try it here. I work in a local planetarium and I wonder if it is possible to edit an image in such way, that when projected on spherical cupola (diameter 8 m), it ...
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1answer
259 views

Wrong color in .ppm file

I'm going through the rasterizer tutorial from Scratchapixel, but I encountered a problem with the generation of the .ppm file. Since something was off, I reduced the example to the bare minimum, so I ...