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gaussian-noise

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SonghyunYu /DIDN

Pytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".

challenge deep-learning convolutional-neural-networks image-denoising gaussian-noise cvpr2019 ntire2019 real-noise

UpdatedDec 9, 2019
Python

shivamsaboo17 /Deep-Restore-PyTorch

Deep CNN for learning image restoration without clean data!

deep-learning pytorch noise-reduction srresnet noise2noise nvdia gaussian-noise corrupt-text-removal

UpdatedAug 8, 2019
Jupyter Notebook

Mithilesh1609 /QPSK-modulation-and-demodulation

This is Matlab implementation of modulation and demodulation of QPSK signals with added white Gaussian noise

communication matlab signals demodulation qpsk awgn gaussian-noise qpsk-modulation

UpdatedJun 17, 2021
MATLAB

rbga /Low_Density_Parity_Check_LDPC_Codes_-_MATLAB_Simulation

LDPC MATLAB simulation using BPSK + AWGN modulation decoded using Sum Product and Min Sum Algorithm

simulation decoder matlab matrix ber ldpc-codes sum-product ldpc awgn forward-error-correction bpsk bit-error-rate sft gaussian-noise awgn-channel cyclic-codes sum-product-algorithm bpsk-modulation minimum-sum

UpdatedJun 4, 2024
MATLAB

antimattercorrade /Image_Denoising

Non Local Means (NLM) python implementation.

python jupyter-notebook python3 mse gaussian-filter image-denoising psnr nlm non-local-means gaussian-noise salt-and-pepper-noise

UpdatedDec 2, 2021
Jupyter Notebook

shiranzada /pure-noise

Official implementation for "Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images"https://arxiv.org/abs/2112.08810

machine-learning deep-learning batch-normalization imbalanced-data gaussian-noise normalization-techniques augmentations low-data-regime oversampling-technique

UpdatedJun 11, 2022

dr-mushtaq /Computer-Vision

This repository is related to all about Computer Vision - an A-Z guide to the world of Computer Vision. This supplement contains the implementation of algorithms, statistical methods, and techniques (in Python)

python computer-vision image-processing convolution filtering moving-average averaging-filter gaussian-noise impulse-signal color-planes color-image-as-functions add-2-images common-types-of-noise

UpdatedMar 15, 2025
Jupyter Notebook

akawincent /Noise-Reduction-DSP

In this project, low-pass filters and Kalman filters with different window function designs are used to denoise speech signals polluted in the full frequency band of Gaussian white noise

signal-processing kalman-filter butterworth-filter gaussian-noise

UpdatedFeb 11, 2023
MATLAB

MahanVeisi8 /From-Chaos-to-Clarity-Denoising-Images-with-UNet-and-GANs

✨ Dive into image denoising magic! This project uses Attention U-Net and PatchGAN to tackle noise types like low Gaussian and salt-and-pepper noise. Perfect for computer vision, deep learning, and generative modeling enthusiasts. Restore clarity to noisy images with cutting-edge AI! 🚀🎨

deep-learning gan attention unet noise-reduction image-denoising denoising gaussian-noise patchgan salt-and-pepper-noise attention-unet

UpdatedJan 23, 2025
Jupyter Notebook

mahmoudai1 /image-processing-filters

Digital Image Processing filters developed by python using ipywidgets.

python gui interpolation image-processing edge-detection filters gaussian-filter median-filter sobel fourier-transform histogram-equalization averaging-filter high-boost-filtering unsharp-masking gaussian-noise bicubic-interpolation sobel-filter impulse-noise sobel-edge-detector

UpdatedSep 6, 2022
Jupyter Notebook

DEVANSH-DVJ /Video-denoising

Video Denoising using Low Rank Matrix completion

pca svd denoising svt video-denoising low-rank gaussian-noise low-rank-matrix-recovery poisson-noise bm3d adaptive-median-filter vbm3d patch-matching impulsive-noise

UpdatedMay 14, 2021
MATLAB

chandnii7 /Corner-Detection

Program for Harris Corner Detection with non-maximum Suppression, HOG Feature Extraction, Feature Comparison, Gaussian Noise and Smoothing.

opencv harris-corners hog-features feature-extractor histogram-of-oriented-gradients non-maximum-suppression feature-comperator gaussian-smoothing gaussian-noise harris-corner-detector

UpdatedDec 24, 2020
Jupyter Notebook

mohamadmomeny /Learning-to-augment-strategy

Learning-to-Augment Strategy Using Noisy and Denoised Data: An Algorithm to Improve Generalization of Deep CNN

noise data-augmentation gaussian-noise impulse-noise learning-to-augment-strategy a-data-augmentation-algorithm generalization-of-deep-cnn noisy-and-denoised-data

UpdatedAug 5, 2021
MATLAB

mohamadmomeny /Create-New-Data-Using-Denoised-Images

An Autoencoder Model to Create New Data Using Noisy and Denoised Images Corrupted by the Speckle, Gaussian, Poisson, and impulse Noise.

python deep-learning tensorflow keras autoencoder noise convolutional-neural-networks data-augmentation deep-autoencoders gaussian-noise poisson-noise impulse-noise speckle-noise

UpdatedJun 15, 2022
Python

SayantanDutta95 /De-QuIP-Denoising

Denoising by Quantum Interactive Patches

quantum quantum-mechanics image-processing quantum-computing inverse-problems image-denoising schrodinger-equation denoising ultrasound-imaging gaussian-noise inverse-problem nonlocal poisson-noise despeckling quantum-mechanincs quantum-image-processing adaptive-transformation quantum-denoiser adaptive-denoiser

UpdatedJan 24, 2024
MATLAB

SayantanDutta95 /QAB-denoising

Signal and image denoising using quantum adaptive transformation.

quantum quantum-mechanics image-processing quantum-computing inverse-problems image-denoising schrodinger-equation denoising ct-images gaussian-noise inverse-problem poisson-noise speckle-noise quantum-image-processing adaptive-basis adaptive-transformation quantum-denoiser adaptive-denoiser

UpdatedJan 24, 2024
MATLAB

Pythonista7 /DnCNN-tf2

Using CNN to de noise images.

tf2 denoising-images dncnn denoising-network gaussian-noise

UpdatedMay 8, 2021
Python

tom-uchida /Add_Gaussian_Noise_to_Point_Cloud

Add Gaussian noise to point cloud

point-cloud gaussian-noise

UpdatedJul 13, 2019
C++

m3gofriends /Advanced-Image-Processing-Course-Homework

National Taiwan Normal University 2020 Autumn - 1091 Advanced Image Processing Course Homework.

python image-processing python3 tkinter image-smoothing histogram-equalization image-histogram gaussian-noise discrete-wavelet-transform image-edge-detection

UpdatedJul 20, 2021
Python

adityatripathiiit /Image_Denoising

Python implementation of the Non Local Means algorithm for Image Denoising

python image-processing mse snp gaussian-filter image-denoising psnr nlm non-local-means gaussian-noise peak-signal-to-noise-ratio salt-and-pepper-noise

UpdatedDec 2, 2021
Jupyter Notebook

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