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Questions tagged [image-processing]

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70 views

Perceptual similarity problem in theoretical computer science

A perceptual hash is a type of locality-sensitive hash, which is analogous if the features of the images are similar. Let $I$ denote the set of images and $y_1 \approx y_2$ means images are similar (...
59 views

How to estimate slope of a feature in image?

I am working on analyzing data obtained from acoustic sensors. During analysis of acoustic data, I got frequency-wavenumber spectrum of acoustic data as shown below. I am looking for a technique that ...
45 views

Affine point matching in general dimensions

Fix a positive integer $d$ and consider the $d$-dimensional Euclidean space $\mathbb{R}^d$. Let $S$ and $T$ finite subsets of $\mathbb{R}^d$ of the same size $n$. Under the assumption that $S$ and $T$ ...
959 views

What is the difference between standard SIFT descriptor and upright SIFT descriptor?

I am conducting a research on the topic of mobile location recognition and recently I have reached the issue of extracting discriminative features. I've read that for upright images is strongly ...
1 vote
91 views

How to simulate the quantum measurement of a quantum state in Quantum Image

I'm trying to implement (simulate) the Novel Enhanced Quantum Representation (NEQR), which is one of the quantum image representation models, but i'm stuck in the measurement part. In other words i ...
6k views

Methods of converting an image to graph

In my thesis on object recognition based on spatial relations and visual features, I need to convert the images to graphs to be able to work on their spatial relations. Could you introduce some ...
1 vote
56 views

Clustering algorithm for image metric

Im working on image clustering (finding duplicates). I have a metric for images, it uses histogram features (mean, dispersion, skewnewss) for each color channel. So there are 9 dimensions. It is quite ...
131 views

Algorithm to go from a picture (or pictures) of a string in space, to a piecewise-linear representation of the curve

Say you have a knotted-up string or, as in this case, USB cable: I am wondering to what extent there are algorithms that could turn a picture like this (or a succession of pictures of the same object)...
414 views

Making feature vector from Gabor filters for classification using Neural Networks

My aim is to classify types of cars (Sedans,SUV,Hatchbacks) and earlier I was using corner features for classification but it didn't work out very well so now I am trying Gabor features. code from ...
1 vote
56 views

Colourspace Quantisation using Voronoi Diagrams

I don't know if this counts as an objective question, but... Say I have an image in RGB space $C=[0,1]^3$ and I wanted to resample it to a restricted palette of $P_1,\ldots,P_n\in C$: Would it be ...
167 views

Cleaning images in order to perform feature detection

I have a set of images (e.g. cars) and trying to perform feature detection using SIFT (actually, SIFT modification - A-SIFT, which is more robust to affine transformations) and I'm getting an ...
304 views

Detecting/Locating endpoints of a bridge-like structure in images using Graph Theory

I have asked similar questions on stackoverflow; as i couldn't post the very same question in this part of stackexchange. However, i would still like to receive recommendations / advice from this ...