noise-estimation 开源项目推荐（17 个）

anicolson /DeepXi

深习：一种在TensorFlow 2/Keras中实现的先验信噪比（SNR）深度学习方法。用于语音增强和强健的ASR。

meisamrf /ivhc-estimator

Fast image noise estimation (Estimation of Gaussian, signal-dependent, and processed noise in Image and Video Signals)

smousavi05 /Denoising-NeighSTFT

Noise-level estimation using minima controlled recursive averaging approach and denoising using Stein's unbiased risk estimates in STFT domain.

DavidQiuChao /PBNFM

An implementation for noise model estimation method of "A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising", CVPR 2020.

MaikWischow /Noise-Source-Estimation

Code basis for the paper "Real-time Noise Source Estimation of a Camera System from an Image and Metadata" (Advanced Intelligent Systems, 2024)

MaikWischow /Camera-Condition-Monitoring

Code basis for the paper "Monitoring and Adapting the Physical State of a Camera for Autonomous Vehicles" (2023)

li-yanhao /neif

Official code of paper "Video Signal-Dependent Noise Estimation via Inter-frame Prediction", ICIP 2022 and IPOL.

Joschua-Conrad /Transient-Simulation-of-Dynamic-Comparator-Noise

Verilog-A test block for estimating noise and offset of a dynamic comparator in a transient simulation. Uses the Confidence-Boosting concept published at NEWCAS 2024.

shatalinra /dnn-noise-estimation

Using deep convolutional neural networks for estimating levels of noise based on single image

Idorobots /noise-estimation

Noise estimation in fMRI signals. An AGH-UST project.

jyanqiaowang /noise_estimation_using_correlation_in_RGB_channels

This code implements the method outlined in "Noise-Level Estimation from Single Color Image Using Correlations Between Textures in RGB Channels" by Akihiro Nakamura and Michihiro Kobayashi.

dabin1124 /NAD

Official code for Noise-Aware Adaptive Diffusion Sampling for Accelerated Knee MRI Reconstruction

andleb /et

Official repository for "Energy-Tweedie: Score meets Score, Energy meets Energy", NeurIPS 2026

LovelaceSquare /wiener-filtering

The WienerFiltering function denoises data using Wiener filtering based on Welch's PSD estimation.

antonbezzaborov /blind_deconvolution

Blind Image Deconvolution, Deblurring, Denoising, Noise Estimation, Super-Resolution

SinChee /distortion-estimation-loss

A new loss proposed that are sensitive towards image corruption and high information to noise trade off

nsourlos /noise_calculation_CT_scan

该项目在 GitHub 上没有填写描述