计算机工程与应用 ›› 2016, Vol. 52 ›› Issue (3): 154-158.

• 图形图像处理 • 上一篇    下一篇

宽动态范围图像快速增强算法

麻孝强,刘  峰,朱秀昌   

  1. 南京邮电大学 江苏省图像处理与图像通信重点实验室,南京 210003
  • 出版日期:2016-02-01 发布日期:2016-02-03

Fast image enhancement algorithm for wide dynamic range image

MA Xiaoqiang, LIU Feng, ZHU Xiuchang   

  1. Jiangsu Key Laboratory on Image Processing and Image Communication, Nanjing University of Posts and Telecommunications, Nanjing 210003, China
  • Online:2016-02-01 Published:2016-02-03

摘要: 提出了一种针对宽动态范围图像的快速增强算法。该算法基于反转后宽动态范围图像与雾天图像有相似特性的结论,对宽动态范围图像进行反转处理,将优化后基于暗原色先验理论的去雾算法用于反转后的图像。通过改进透射率估计方法和简化大气光估计,显著地降低了算法的复杂度。实验结果表明,该算法有效地改善了宽动态范围图像的视觉效果,并且算法的处理速度很快,能够满足实时应用的要求。

关键词: 图像增强, 宽动态图像, 图像去雾, 实时处理

Abstract: This paper presents a fast image enhancement algorithm for wide dynamic range images. According to the conclusion that an inverted wide dynamic range image is similar to a haze image, the algorithm works by inverting the input image first and then applying an optimized image haze-removal algorithm based on physical model on the inverted image. By improving the transmission estimating method and simplifying the atmosphere light estimating, the algorithm complexity is reduced significantly. Experiments show that the presented method enhances the visual effect of the wide dynamic range image effectively and fast, making it suitable for real-time applications.

Key words: image enhancement, wide dynamic range image, image haze-removal, real-time processing