图像质量度量
Full-Reference Image Quality Assessment Measure Based on Color Distortion
信息保真度(Information Fidelity Criterion ,IFC)[43] 、
多尺度结构相似度 (Multi-scale Structure Similarity Index ,MSSIM)[44] 、
噪声质量评价(Noise Quality Measure ,NQM)[45] 、
全局质量评价(Universal Quality Index ,UQI)[46] ,
加权峰值信噪比(Weighted Peak Signal-to-noise Ratio ,WPSNR) 、
视觉信息保真度(Visual Information Fidelity ,VIF)[47] 。

kimage.metrics.normalized_mutual_information(…) Compute the normalized mutual information (NMI).
skimage.metrics.normalized_root_mse(…[, …]) Compute the normalized root mean-squared error (NRMSE) between two images.
skimage.metrics.peak_signal_noise_ratio(…) Compute the peak signal to noise ratio (PSNR) for an image.
skimage.metrics.structural_similarity(im1, …) Compute the mean structural similarity index between two images.
skimage.metrics.variation_of_information([…]) Return symmetric conditional entropies associated with the VI.

IFC > NQM > WPSNR > MSSSIM > SSIM > UIQI > PSNR >VIF

image-quality-assessment

https://github.com/ysyscool/SGDNet

blind-image-quality-assessment

https://github.com/SSL92/hyperIQA

IQA (图像质量评价)
一起聊聊图像质量和美学评估的数据集

https://github.com/aizvorski/video-quality
https://github.com/weizhou-geek/Image-Quality-Assessment-Benchmark
https://github.com/andrewekhalel/sewar
https://github.com/photosynthesis-team/piq

图像质量评估综述
十种图像模糊算法的总结与实现
图像处理评价指标之模糊度、清晰度(待更新)
谈谈图像质量量化评估标准
图像质量评估各项指标(一)

图像的模糊检测方法
Atitit 图像清晰度 模糊度 检测 识别 评价算法 原理 原创
基于改进SSIM算法的图像清晰度识别(复现)
Python+Opencv检测模糊图片
图像识别、图像模糊检测