采用卷积自编码器网络的图像增强算法

王万良,杨小涵,赵燕伟,高楠,吕闯,张兆娟

Image enhancement algorithm with convolutional auto-encoder network

Wan-liang WANG,Xiao-han YANG,Yan-wei ZHAO,Nan GAO,Chuang LV,Zhao-juan ZHANG

表 2 不同图像增强算法与CAENet算法的自然图像质量评价指标对比

Tab.2 Comparison of natural image quality evaluator between different image enhancement algorithms and CAENet algorithm

NIQE HE CLAHE MSRCR AMSRCR MSRCP SRIE LIME CAENet 岩石细节图像 7.900 6 8.459 4 8.163 6 7.825 8 7.179 6 8.970 7 8.259 4 7.428 4 湖面细节图像 4.687 2 5.135 0 5.317 0 4.610 2 4.665 8 4.151 3 5.714 1 4.526 7 建筑细节图像 5.086 8 5.061 9 5.357 1 5.603 4 5.186 1 4.827 3 5.681 6 3.864 8