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Paralelizing FFT (using CUDA)

Parallelizing FFT Using CUDA A Comprehensive Guide Understanding the Problem Fast Fourier Transform FFT is a powerful algorithm that converts a sequence of valu

3 min read 07-10-2024 29
Paralelizing FFT (using CUDA)
Paralelizing FFT (using CUDA)

Make Math.NET Fourier work

Demystifying Math NET Fourier A Practical Guide to Transforming Your Data The world of data analysis is brimming with powerful tools and the Fourier Transform F

2 min read 07-10-2024 38
Make Math.NET Fourier work
Make Math.NET Fourier work

Diffraction Grating using Fraunhofer diffraction approximation (MATLAB)

Unveiling the Colors of Light Simulating Diffraction Gratings with MATLAB Have you ever wondered how a CD or DVD creates a rainbow of colors when light shines o

3 min read 04-10-2024 44
Diffraction Grating using Fraunhofer diffraction approximation (MATLAB)
Diffraction Grating using Fraunhofer diffraction approximation (MATLAB)

How to remove motion blur from a given image in frequency domain (deconvolution)?

How to Remove Motion Blur from an Image Using Frequency Domain Deconvolution Motion blur is a common issue in photography often resulting from the camera moveme

3 min read 30-09-2024 60
How to remove motion blur from a given image in frequency domain (deconvolution)?
How to remove motion blur from a given image in frequency domain (deconvolution)?

How to reconstruct periodic signal from numpy.fft.fft using sines, cosines, and a Fourier design matrix?

How to Reconstruct a Periodic Signal Using Numpys FFT with Sines Cosines and a Fourier Design Matrix Reconstructing a periodic signal from its frequency compone

3 min read 30-09-2024 52
How to reconstruct periodic signal from numpy.fft.fft using sines, cosines, and a Fourier design matrix?
How to reconstruct periodic signal from numpy.fft.fft using sines, cosines, and a Fourier design matrix?

Implement low pass filter using cufft

Implementing a Low Pass Filter Using CUFFT Low pass filters are essential in signal processing allowing lower frequency signals to pass through while attenuatin

3 min read 29-09-2024 72
Implement low pass filter using cufft
Implement low pass filter using cufft

How to properly calculate PSD plot (Power Spectrum Density Plot) for images in order to remove periodic noise?

How to Properly Calculate PSD Plot Power Spectrum Density Plot for Images to Remove Periodic Noise In the realm of image processing particularly in fields like

3 min read 24-09-2024 57
How to properly calculate PSD plot (Power Spectrum Density Plot) for images in order to remove periodic noise?
How to properly calculate PSD plot (Power Spectrum Density Plot) for images in order to remove periodic noise?

get spectrum value with numpy only

How to Obtain Spectrum Values Using Num Py Only In the world of data analysis and signal processing extracting meaningful information from signals is paramount

2 min read 23-09-2024 54
get spectrum value with numpy only
get spectrum value with numpy only

How to calculate continuous Fourier inverse numerically with numpy?

How to Calculate the Continuous Fourier Inverse Numerically with Num Py In the field of signal processing the Fourier Transform plays a critical role in convert

3 min read 22-09-2024 56
How to calculate continuous Fourier inverse numerically with numpy?
How to calculate continuous Fourier inverse numerically with numpy?

Inverse Fourier Transform X-Axis Scaling

Understanding Inverse Fourier Transform X Axis Scaling The Inverse Fourier Transform is a fundamental mathematical operation that converts frequency domain data

3 min read 21-09-2024 54
Inverse Fourier Transform X-Axis Scaling
Inverse Fourier Transform X-Axis Scaling

Estimating noise (std) of pixel values from NPS?

Estimating Noise Standard Deviation of Pixel Values from Noise Power Spectrum NPS Understanding the noise in digital images is crucial for various applications

2 min read 21-09-2024 47
Estimating noise (std) of pixel values from NPS?
Estimating noise (std) of pixel values from NPS?

Unexpected horizontal line in discrete inverse Fourier transform of Gaussian function with odd number of samples

Understanding the Unexpected Horizontal Line in the Discrete Inverse Fourier Transform of a Gaussian Function with Odd Samples When analyzing the discrete inver

3 min read 21-09-2024 53
Unexpected horizontal line in discrete inverse Fourier transform of Gaussian function with odd number of samples
Unexpected horizontal line in discrete inverse Fourier transform of Gaussian function with odd number of samples

Issues with Signal Restoration using TensorFlow STFT and Inverse STFT

Issues with Signal Restoration Using Tensor Flow STFT and Inverse STFT Signal restoration is a crucial aspect of digital signal processing DSP particularly in a

3 min read 21-09-2024 57
Issues with Signal Restoration using TensorFlow STFT and Inverse STFT
Issues with Signal Restoration using TensorFlow STFT and Inverse STFT

Computing autocorrelation using FFT

Computing Autocorrelation Using FFT Autocorrelation is a powerful statistical tool used to analyze signals and time series data It measures the similarity betwe

3 min read 21-09-2024 54
Computing autocorrelation using FFT
Computing autocorrelation using FFT

Computational complexity of the FFT in n dimensions

Understanding the Computational Complexity of the n Dimensional FFT The Fast Fourier Transform FFT is a powerful algorithm used to compute the Discrete Fourier

2 min read 07-09-2024 60
Computational complexity of the FFT in n dimensions
Computational complexity of the FFT in n dimensions

How to use a Fast Fourier Transform to speed up applying a nested loop over dataframes?

Speeding Up Nested Loops with Fast Fourier Transform FFT Calculating values based on nested loops over dataframes can be computationally expensive especially wh

2 min read 31-08-2024 59
How to use a Fast Fourier Transform to speed up applying a nested loop over dataframes?
How to use a Fast Fourier Transform to speed up applying a nested loop over dataframes?

Perfect interpolation (sinc) of Fourier spectrum equivalent to zero-padding time domain

Achieving Perfect Interpolation in the Fourier Domain Sinc and Zero Padding Equivalence This article explores the fascinating relationship between zero padding

2 min read 30-08-2024 48
Perfect interpolation (sinc) of Fourier spectrum equivalent to zero-padding time domain
Perfect interpolation (sinc) of Fourier spectrum equivalent to zero-padding time domain

check if image has "out of focus" blur or "motion blur" problem

Detecting Image Blur Motion vs Out of Focus Are you working with a large dataset of images and need to automatically identify which ones have blur issues Distin

3 min read 30-08-2024 68
check if image has "out of focus" blur or "motion blur" problem
check if image has "out of focus" blur or "motion blur" problem

Hrv frequency parameter fft-method unit question

Understanding HRV Frequency Parameters with FFT Method A Deep Dive Analyzing heart rate variability HRV is crucial in understanding cardiovascular health One ef

4 min read 29-08-2024 46
Hrv frequency parameter fft-method unit question
Hrv frequency parameter fft-method unit question

Python : Speed up FFT over an axis in an multidimensional data

Python Speeding Up FFT over an Axis in Multidimensional Data This article will delve into efficient techniques for speeding up the Fast Fourier Transform FFT ov

3 min read 28-08-2024 65
Python : Speed up FFT over an axis in an multidimensional data
Python : Speed up FFT over an axis in an multidimensional data