gaussian-noise 开源项目推荐（49 个）

SonghyunYu /DIDN

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

shivamsaboo17 /Deep-Restore-PyTorch

深度CNN，无需干净数据即可学习图像恢复！

rbga /Low_Density_Parity_Check_LDPC_Codes_-_MATLAB_Simulation

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

Mithilesh1609 /QPSK-modulation-and-demodulation

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

antimattercorrade /Image_Denoising

Non Local Means (NLM) python implementation.

AmirhosseinHonardoust /Noise-Injection-Techniques

Noise Injection Techniques provides a comprehensive exploration of methods to make machine learning models more robust to real-world bad data. This repository explains and demonstrates Gaussian noise, dropout, mixup, masking, adversarial noise, and label smoothing, with intuitive explanations, theory, and practical code examples.

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

SayantanDutta95 /QAB-denoising

Signal and image denoising using quantum adaptive transformation.

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! 🚀🎨

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

mahmoudai1 /image-processing-filters

Digital Image Processing filters developed by python using ipywidgets.

DEVANSH-DVJ /Video-denoising

Video Denoising using Low Rank Matrix completion

chandnii7 /Corner-Detection

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

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.

mohamadmomeny /Learning-to-augment-strategy

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

SayantanDutta95 /De-QuIP-Denoising

Denoising by Quantum Interactive Patches

tom-uchida /Add_Gaussian_Noise_to_Point_Cloud

Add Gaussian noise to point cloud

Pythonista7 /DnCNN-tf2

Using CNN to de noise images.

adityatripathiiit /Image_Denoising

Python implementation of the Non Local Means algorithm for Image Denoising

m3gofriends /Advanced-Image-Processing-Course-Homework

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