Questions tagged [wavelet]

The name given to windows used to analyse/synthesize a signal with wavelet transforms. Used mostly in the analysis of non-stationary signals whose frequency content varies with time. The variable length windows with which the signals are analysed are called wavelets.

Most signals in nature are non-stationary, i.e, they have a time-varying frequency content. This sort of signal is largely useless to an analysis with FFT because of the nature of its frequency content.

An FFT gives 100% resolution in the frequency domain (i.e, you know what frequencies the signal is made of), but 0% resolution in the time domain (you have no information on when that frequency component occurred). STFT (Short Time Fourier Transform) seeks to provide resolution in time and frequency domains simultaneously by analysing the signal in fixed length windows. This provides equal resolutions in both domains, not the best of solutions.

Wavelet transforms analyse the signal with different length windows (wavelets with different resolutions) which gives a multi-dimensional representation of the signal. There are many different wavelet base functions, but the more popular ones are Daubechies and Haar.

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best tree wavelet packet for python

I have a question related to wavelet packet decomposition. I need to compute a best tree(basis) from complete (full) tree (quad-tree). This can be done by MATLAB's function besttree. Unfortunately, I can't use m-files in my program. I write my…
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Fitting a waveform to a set of points and choosing discrete intervals from it

I have a data.frame of values with samples taken at intervals that were not exact hours. The samples form oscillating waves of unknown amplitude and period. I would like to estimate the value at every exact hour. hours value 60 63.06667…
Ina
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which Wavelet is used for Jpeg2000 Image Compression?

which Wavelet is used for Jpeg2000 Image Compression ? I was reading the Book on Wavelet Transform to find out how wavelet works for image compression but there are so many types of Wavelets mentioned in the book and i am confused which one is used…
Sufiyan Ghori
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Multiresolutional wavelet decomposition code

I am not an advanced mathematical, so I understand only the basics of wavelet decomposition. I found JWave, which is a Java implementation of wavelet processing. The author tells me it can by its nature to multidimensional decomposition. The problem…
IamIC
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how to apply Discrete wavelet transform on image

I am implementing an android application that will verify signature images , decided to go with the Discrete wavelet transform method (symmlet-8) the method requires to apply the discrete wavelet transform and separate the image using low-pass and…
abuasis
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Phase shift estimation using cross wavelet

I'm in need of some help if you please. In the attached text file, I have 3 columns, Column 1 is the altitude from 20 to 110 km with an interval of 0.1km. The other two columns are signals. Please calculate the phase shift between the signals in…
TThoye
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How to apply Gabor wavelet to a 3d volume?

I'm looking for a way to apply the Gabor wavelet function to a volume to extract small veins from it. I've got a 3D Gabor filter creator from here. These are my parameters: gabor3_fwb([1 1], [pi/4 pi/4], 10, 0, 20); Also my image is 150x150x150…
Tin Tin
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biwavelet package: how to set the "lag1" value for "wtc" function

I am using biwavelet package to conduct wavelet coherence analysis. I have a problem in setting the lag1 values (which should be a vector containing the AR(1) coefficient of each time series ) correctly. The following gives a reproducible example.…
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why are wavelet coefficients zeros after decomposition

I am learning wavelet theory for image processing. To understand the theory, I write one Matlab program to decompose one black-white image. The program is as follows Image = zeros(256, 256, 'uint8'); Image(101:200, 101:200) = 255; figure;…
Jogging Song
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Is the spectrogram displaying correct values?

I want to know whether the spectrogram posted below is a true representation of the given non-stationary signal. If it is a true representation, I have a number of questions regarding specific features in the plot... For 0->.25 on the horizontal…
rmaik
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Why higher freqs. in the time domain are represented with lower peaks in the freq. domain?

I am trying to understnad the signal transformation concept. I found a tutorial, and it descrped the first posted image as, it has four frequency components at four different time intervals, and the second posted image is just the Fourier Transform…
Amrmsmb
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linker error undefined reference c++

I've created a project in dev c++.While compiling i got this error. [Linker error] undefined reference to `dwt_sym(std::vector >&, int, std::string, std::vector >&, std::vector >&, std::vector >&)' This is my code: #include #include…
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Fourier Transformation - image local patch

Still I am not clear about the Fourier transformation. I know it represents the frequency information of the images and I can reconstruct an image using the fourier transformation. Say, I have an image I(x,y). Its fourier transformation is F(I). I…
user570593
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operands could not be broadcast together with shapes (19,20) (20,19)

I'm trying to implement a wavelet fusion strategy using Python 3 and I have run into an error. Here's what I have tried: looking through similar problems on StackOverflow Here's the code that generates the error: if (method == 'mean'): …
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How to convert scales to frequencies in Wavelet Transform

I'm dealing with CWT, and I have a big problem converting scales to frequencies. In the MAtlab Wavelet Tutorial they use this expression to convert scales to frequencies But if i use the default function scal2freq I obtain different result. I don't…
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