Questions tagged [image-processing]

Questions on the image processing capabilities implemented in Mathematica.

171 questions with no upvoted or accepted answers
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31
votes
0answers
849 views

How to find a street pattern that fits a specific edge on a map

Cross post here I have such funny pictures: Very interesting,and you can get all of it by this code: ...
27
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0answers
1k views

Handwriting recognition with Mathematica

I am trying to teach Mathematica to read my handwriting. Since I don't want to ruin my reputation by showing my own handwriting, I am going to use a font called blackjack. Lets say this is a ...
21
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0answers
710 views

How to ImageRestyle high-res images?

I’m running v12 now and ImageRestyle[] crashes for me on an image of size 1600 x 1200 pixels. All the examples in the documentation use images around 500 x 500 or ...
16
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0answers
873 views

Find the Panda and the Cat - Dudolf puzzle

I recently find this puzzle where you have to find the panda from a group of snowmen. Having a horrible eyesight I have to take help of mathematica to find it. I start with assumption that all ...
13
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0answers
504 views

Proving (self) similarity with Mathematica - Reccurrence Plots, Similarity Plots etc

I posted this question in math.se but given the sheer tumultuous number of questions that keep appearing on math.se and also given that I am trying to accomplish this in Mathematica, I thought I'd ...
11
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0answers
333 views

Efficient image stacking

I have a list of lists of images that I would like to stack and create mean images for each list of images. Images are .jpg files 2592x1944 pixels large. Each list ...
10
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0answers
212 views

How to segment rectangular photographs on a table?

Given an image of a table with photographs (take from any angle), I'm trying to extract the photographs and correctly align them into perfect rectangles. There are four steps to the algorithm: Detect ...
9
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0answers
620 views

Image Processing: Car front detection

Background Image processing can be applied to car license plate detection problems see Wikipedia, segmenting numbers, belisarius's old answer. Also, on this site once can use some techniques ...
8
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0answers
181 views

Ways to overcome failure of TextRecognize on relatively simple price tag?

I would like to perform OCR on this sample image. TextRecognize[Import["RedBox.jpg"], Language -> "German"] returns ...
7
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0answers
132 views

How to pass in-memory images through ExternalEvaluate?

Version 11.2 has a new import/export format PythonExpression. Unfortunately, it doesn't work out-of-the-box with images: And using the ImageData directly is too slow: Anyhow, I have some image ...
7
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0answers
387 views

Visualization of traces of moving objects

An example movie which is made with the listed mathematica code below shows traces of moving objects: https://youtu.be/8jN2uuSHCEg (Melting ...) http://youtu.be/5ET62846C-I (Crystallisation ...) ...
7
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0answers
303 views

How to determine foci colocalization in a microscopy RGB image

I have a series of microscopy RGB images of the cell nucleus like this one The red and green dots are clusters of different proteins and I would like to determine when these dots colocalize. Through ...
6
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0answers
66 views

GaussianMatrix algorithm details

GaussianMatrix[] supports a Method -> "Bessel" option which the documentation describes (in the Details section) as: With ...
6
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0answers
502 views

How to recognize multiple objects in an image

I'm trying to do multi-object detection and recognition using Mathematica. For example, in this image: img = Import["https://i.stack.imgur.com/lbSwV.jpg"]; the ...
6
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0answers
307 views

Challenge: Speeding up MaxDetect for application in 3D blob detection

In image segmentation it is a common problem that objects appear clustered and are therefore undistinguishable from each other when using simple algorithms. Based on this post I obtained efficient ...
6
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0answers
2k views

computation of gradient vector field in 3D using GradientOrientationFilter

I want to compute a 3D gradient vector field of an Image3D object using the built-in GradientOrientationFilter function in Mathematica. From the documentation I ...
5
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0answers
169 views

Decompose website into rectangular grid?

I'd like to take an image of a website and decompose it into a rectangular clustering of dominant pixels like this: What I've tried so far There are a few existing webpage segmentation solutions: ...
5
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0answers
91 views

Recognising people from photos

I have a large number (probably 10000) of personal photos taken over the last few years, a good proportion of which contain family members. I'd like to put together a photo book of one family member,...
5
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0answers
145 views

Hyperspectral files in the ENVI format?

Have any of you had the pleasure of reading geospatial / hyperspectral files in the ENVI format? Headers that describe the data here, https://www.harrisgeospatial.com/docs/enviheaderfiles.html which ...
5
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0answers
141 views

How to efficiently apply PCA followed by SVD to extract the components of PCA?

I am working on segmenting a textured image using Gabor Filters. This is based on this paper. There exist a Matlab implementation of this as well. Earlier I managed to do up to this. With the help of ...
5
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1answer
347 views

Image Generator with a Neural Network (CIFAR-10)

As some of you may know, CIFAR-10 is a data base which has 60,000 images (which are 32x32 in size) of 10 different categories (airplane, dog, cat, frog, deer, bird, horse, ship, automobile and truck). ...
5
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0answers
436 views

Detect and measure smooth peaks in a 2D image

I have multiple grayscale images where I want to identify elevations: I have to find the convex hull that encloses the base of each hill. An example image: The images are already normalized, ...
5
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0answers
183 views

Finding transforming between regular and distorted grid

I'm trying to find the transformation function to go from the first image below to the second one. The manual suggest: ...
5
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0answers
80 views

How many clusters does DominantColors return?

Is there any documentation on how it automatically chooses the number of colors - does it use X-means or some other heuristic to determine the number of clusters it automatically returns?
5
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0answers
786 views

Masked Image Registration/Alignment/Correlation

I'm trying to register (align) two circular grayscale images using a boolean mask to prevent them simply being aligned on the fixed circular border. There are also small fixed circular regions in the ...
5
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0answers
821 views

How can I create jpeg images of a given file size?

Cross-posted at Wolfram Community I would like to have a function makeJPG[megabytes_] that generates random jpg images of given file sizes with itf filesize (in megabytes) watermarked on the image ...
4
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0answers
22 views

Where does ImageCollage place each image?

How can I get the bounding box of each image of a collage made by ImageCollage? This would be useful, for example, to use the collage as an image map on a web site. I couldn't find a way to query ...
4
votes
1answer
116 views

Decoding Music in Staff Notation using ImageIdentify

I wrote this Code fragment Which is a E (quarter) note in Treble Clef. Instead Mathematica simply classified it as a "musical note" Can we do better?
4
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0answers
189 views

Image-based reinforcement learning with neural networks

After seeing that "OpenAIGym" is not exactly supported on Windows and playing around with https://www.wolfram.com/language/12/neural-network-framework/train-an-...
4
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0answers
101 views

How to combine multiple image processing steps into a GUI

I'm trying to combine several Manipulate objects into a single workflow, for semi-automating an image analysis. I have worked out how to do each individual part, ...
4
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0answers
118 views

How to remove circled noise from image

Consider a simplified example: noise ...
4
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0answers
155 views

How to identify shapes in an image

I have an image like that: And I want to identify shapes in it: I consider ComponentMeasurements and HighlightImage but I don't know how to achieve it.
4
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0answers
90 views

What is the meaning of ColorSpace -> Automatic?

The colour space of an image can be retrieved using Options[im] or ImageColorSpace[im]. A possible value is ...
4
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0answers
214 views

Recognize text in an image

How can I use TextRecognize to recognize text in an following image?
4
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0answers
120 views

Which filter does InverseRadon use by default?

I am using the InverseRadon function. According to the documentation the function uses a Hann filter and no cutoff (...
4
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0answers
217 views

Image processing- Identify regions in a segmented image to measure the dye intensities

I have split my image into the 3 channels each representing a different dye. I have segmented each image and I now want to 1) Identify each of the segmented regions and 2) Detect the level of dye ...
4
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0answers
285 views

Fan beam tomographic projections in Mathematica

I am embarking on a little project to redo some of my old MATLAB image processing code in Mathematica. I am particularly interested in tomography, and I know of the ...
4
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0answers
367 views

Tracking features where ImageFeatureTrack finds none?

How is it possible to track common features in the following sequence of images (e.g. holes or corner points along the top margin), ? I have had no luck with ...
4
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0answers
659 views

adaptive histogram equalization

There is an interesting algorithm called contrast enhanced adaptive histogram equalization that does histogram equalization on small segments of an image (and then pastes them back together). I know ...
4
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0answers
188 views

Mapping Images in Parisian metro stations

One particular aspect of some Parisian metro stations is that stations' walls are curved, even in the sides where one would place advertising posters. Here is a picture of one such station: I was ...
4
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0answers
636 views

Help with Fourier analysis and filtering of an image

I am starting with the following image: For the curious, it is an STM scanned image of graphite. I am hoping to find some kind of periodic structure in the image related to the honeycomb structure of ...
4
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0answers
347 views

How to make distance transform invariant to scale?

I am trying to use a distance transform as a descriptor to encode silhouettes in order to do a shape recognition task. It is clear that distance transform distribution is invariant under rotation and ...
4
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0answers
1k views

looking for a generalised Hough Transform function or a least a function to locate circles

I am looking for a generalised Hough Transform function or a least a function to locate circles (position of center and radius) in a image. There is the standard Hough line search function (ImageLines)...
3
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0answers
40 views

How to fit the image in the filling region?

Consider the following fillings: ...
3
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0answers
95 views

Roulette Ball Tracking with Mathematica

There is an image from roulette spin video, and I have a code to track the ball position on the image (*Mask is a visible ball track on the rim*) ...
3
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0answers
118 views

Image Processing: Detecting certain edge features over varying contrasts

Images and description- • The images are obtained from the frames of a video (>1000 images) • As shown, there are contrast variations between the images • The bubble shifts horizontally ...
3
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0answers
72 views

Always missing one component in Image Segmentation with SelectComponents-WatershedComponents-GradientFilter Method

I hope this is not a too specific issue and it is probably something very simple, but it is driving me insane. I am trying some image processing on microscopy images to perform cell isolation as ...
3
votes
0answers
162 views

Image Segmentation: (Efficient Graph-Based)

This question is two-fold; First, it is about how to get the speed efficiency this algorithm should provide in Mathematica. In addition, it has a small question about the algorithm (Efficient Graph-...
3
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0answers
101 views

How to perform unsupervised texture classification?

Consider a texture mixture (img) from Brodatz. I want to classify the five different texture patterns and segment the corresponding regions. Following this, I ...
3
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0answers
113 views

Highlighting an image with texture segmentation

I'm trying to take an image of a pencil sketch (http://www.vangoghgallery.com/catalog/image/1442/Sower-with-Setting-Sun.jpg) and colorize the different segments based on the texture. So in this image, ...