Dark Channel Prior-Based Altitude Extraction Method for a Single Mountain Remote Sensing Image

Tingting Sheng; Qiang Chen

首页> 外文期刊>IEEE Geoscience and Remote Sensing Letters >Dark Channel Prior-Based Altitude Extraction Method for a Single Mountain Remote Sensing Image

【24h】

Dark Channel Prior-Based Altitude Extraction Method for a Single Mountain Remote Sensing Image

机译：单山遥感影像暗通道先验海拔提取方法

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

The altitude information of single remote sensing image may aid in detecting natural disasters such as landslides or mud-rock flow. Accordingly, in this letter, an approach based on dark channel prior is proposed for the altitude extraction of single remote sensing image, and it also overcomes the effect of mountain shadow. We first detect the mountain shadows based on machine learning, and then adjust the brightness of each shadow with an adaptive adjustment parameter. Next, we estimate the altitude information based on dark channel prior, including atmospheric light calculation and soft matting. The experimental results with real mountain remote sensing images demonstrate that the proposed algorithm can obtain the accurate relative altitude information, which is effective for the extraction of the relative altitude of single mountain remote sensing image with shadows.

机译：单个遥感图像的高度信息可以帮助检测自然灾害，例如滑坡或泥石流。因此，在本文中，提出了一种基于暗通道先验的方法来提取单个遥感图像的高度，并且还克服了山影的影响。我们首先根据机器学习检测山阴影，然后使用自适应调整参数调整每个阴影的亮度。接下来，我们基于暗通道先验估计高度信息，包括大气光计算和软消光。真实山区遥感影像的实验结果表明，该算法能够获得准确的相对海拔信息，对于提取带有阴影的单一山区遥感影像的相对海拔非常有效。

著录项

来源
《IEEE Geoscience and Remote Sensing Letters》 |2017年第1期|132-136|共5页
作者
Tingting Sheng; Qiang Chen;
展开▼
作者单位

School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China;

School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词
Remote sensing; Image color analysis; Brightness; Image edge detection; Estimation; Feature extraction; Histograms;

机译：遥感;图像颜色分析;亮度;图像边缘检测;估计;特征提取;直方图;

相似文献

外文文献
中文文献
专利

1. A Comprehensive Review on Pixel Oriented and Object Oriented Methods for Information Extraction from Remotely Sensed Satellite Images with a Special Emphasis on Cryospheric Applications [J] . Shridhar D. Jawak, Prapti Devliyal, Alvarinho J. Luis Advances in Remote Sensing . 2015,第3期

机译：关于遥感卫星图像的信息提取的像素导向和面向对象的综合审查，特别强调了低温散对应用
2. Image mining and Automatic Feature extraction from Remotely Sensed Image (RSI) using Cubical Distance Methods [J] . S.Sasikala, Dr.N.Radhakrishnan International Journal of Engineering and Technology . 2013,第2期

机译：使用立方距离方法从遥感图像（RSI）中进行图像挖掘和自动特征提取
3. Image mining and Automatic Feature extraction from Remotely Sensed Image (RSI) using Cubical Distance Methods [J] . S.Sasikala, Dr.N.Radhakrishnan International Journal of Engineering and Technology . 2013,第2期

机译：使用立方距离方法从遥感图像（RSI）中进行图像挖掘和自动特征提取
4. An Altitude Based Landslide and Debris Flow Detection Method for a Single Mountain Remote Sensing Image [C] . Tingting Sheng, Qiang Chen International Conference on Image and Graphics . 2017

机译：基于高度的单山遥感影像滑坡与泥石流检测方法
5. Development and evaluation of algorithms and methodologies of an automated spatial change information extraction system from remotely sensed imagery. [D] . Dai, Xiaolong. 1997

机译：从遥感影像中提取自动空间变化信息系统的算法和方法，并进行评估。
6. An Improved Method for Road Extraction from High-Resolution Remote-Sensing Images that Enhances Boundary Information [O] . Shuai Wang, Hui Yang, Qiangqiang Wu, 2020

机译：一种从高分辨率遥感影像中提取道路信息的改进方法可增强边界信息
7. AN IMPROVED AERIAL REMOTE SENSING IMAGE DEFOGGING METHOD BASED\ud ON DARK CHANNEL PRIOR INFORMATION [O] . Z. Zhang, W. Feng, T. Wang, 2017

机译：一种改进的航空遥感图像去除方法关于DaRK CHaNNEL的先前信息

Dark Channel Prior-Based Altitude Extraction Method for a Single Mountain Remote Sensing Image

摘要

著录项

相似文献

相关主题

期刊订阅