Noise-Level-Estimation

所属分类:图形图像处理
开发工具:Python
文件大小:0KB
下载次数:1
上传日期:2019-01-15 15:36:27
上 传 者sh-1993
说明:  用于盲去噪的单图像噪声级估计,
(Single-Image Noise Level Estimation for Blind Denoising,)

文件列表:
main.py (5934, 2019-01-15)

# Noise-Level-Estimation This is the reference implementation of [Single-Image Noise Level Estimation for Blind Denoising](https://ieeexplore.ieee.org/document/6607209). In this paper, a patch-based noise level estimation algorithm is presented. Approach includes the process of selecting low-rank patches without high frequency components from a single noisy image. The selection is based on the gradients of the patches and their statistics. Then, the noise level is estimated from the selected patches using principal component analysis.

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