首页|图像去雾技术研究与系统实现

图像去雾技术研究与系统实现

扫码查看
针对雾天降质图像的清晰化处理问题,研究了多种图像去雾算法和图像质量的评价方法,设计开发了一个基于Matlab平台的图像去雾系统,分别对全局/局部直方图均衡化去雾算法、Retinex去雾算法和暗通道先验去雾算法进行了实验研究.通过实验,不仅证实了算法的有效性,而且还从均方差、峰值信噪比、结构相似性三个方面对算法的去雾效果进行了客观评价.
Research and System Implementation of Image Defogging Technology
Regarding the problem of clarity processing for degraded images in foggy weather,various defog-ging algorithms and evaluation methods for image quality were studied and an image defogging system was de-signed and developed on MATLAB platform.By using this system,experimental studies have been conducted on global/local histogram equalization defogging algorithm,Retinex defogging algorithm,and dark channel prior de-fogging algorithm.The effectiveness of the algorithm has been confirmed through experiments,and the defogging effects of the algorithm has been objectively evaluated from three aspects:mean square error,peak signal-to-noise ratio,and structural similarity.

image defogginghistogramimage quality evaluation

陈黎黎、国红军

展开 >

宿州学院 信息工程学院,安徽 宿州 234000

图像去雾 直方图 图像质量评价

2024

黑龙江工业学院学报(综合版)
鸡西大学

黑龙江工业学院学报(综合版)

影响因子:0.211
ISSN:1672-6758
年,卷(期):2024.24(7)