计算机应用 ›› 2017, Vol. 37 ›› Issue (3): 839-843.DOI: 10.11772/j.issn.1001-9081.2017.03.839

• 计算机视觉与虚拟现实 • 上一篇    下一篇

基于暗通道原理从单幅遥感影像估计山脉高程的方法

盛婷婷, 陈强, 孙权森   

  1. 南京理工大学 计算机科学与工程学院, 南京 210094
  • 收稿日期:2016-08-17 修回日期:2016-09-09 出版日期:2017-03-10 发布日期:2017-03-22
  • 通讯作者: 陈强
  • 作者简介:盛婷婷(1991-),女,江苏南通人,硕士研究生,主要研究方向:遥感图像处理;陈强(1979-),男,江苏无锡人,教授,博士,主要研究方向:模式识别、遥感信息系统、医学影像处理;孙权森(1963-),男,山东济宁人,教授,博士,主要研究方向:模式识别、遥感信息系统。
  • 基金资助:
    中央高校基本科研业务费专项(30920140111004);中国航天科技集团公司航天科技创新基金资助项目(CASC05131418)。

Mountain altitude extraction from single remote sensing image based on dark channel prior

SHENG Tingting, CHEN Qiang, SUN Quansen   

  1. School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing Jiangsu 210094, China
  • Received:2016-08-17 Revised:2016-09-09 Online:2017-03-10 Published:2017-03-22
  • Supported by:
    This work is supported by Fundamental Research Funds for the Central Universities (30920140111004), the Aerospace Science and Technology Innovation Fund of China Aerospace Science and Technology Corporation (CASC05131418).

摘要: 根据单幅遥感图像估计高程信息可以应用于滑坡、泥石流等自然灾害的检测,因此,提出了一种基于暗通道原理的单幅遥感图像高程值提取算法,并对山脉的阴影部分进行了改进。运用了暗通道原理,同时给出了一种克服山脉阴影影响的解决策略。对大量山脉遥感图像进行了定量和定性分析,提出的算法能够得到较准确的山脉相对高程信息。综上所述,改进算法能够有效提取出包含阴影的单幅山脉遥感图像的高程信息。

关键词: 暗通道, 高程信息提取, 遥感图像, 阴影处理, 阴影检测

Abstract: The altitude information extracted from a single remote sensing image can be applied to detect the natural disaster, such as landslide or mud-rock flow. An approach based on dark channel prior was proposed for the altitude extraction from a single remote sensing image, which considers the influence of shadow. The approach was based on dark channel prior, and meanwhile a solution to overcome the effect of mountain shadow was given. The quantitative and qualitative analysis of a large number of mountain remote sensing images demonstrates that the proposed algorithm can obtain the accurate relative altitude information. In conclusion, the improved algorithm is effective for the extraction of the relative altitude from single remote sensing image of mountain with shadows.

Key words: dark channel, altitude extraction, remote sensing image, shadow processing, shadow detection

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