Digital Image Processing in Remote Sensing

被引:19
作者
Fonseca, Leila M. G. [1 ]
Namikawa, Laercio M. [1 ]
Castejon, Emiliano F. [1 ]
机构
[1] Natl Inst Space Res INPE, Image Proc Div, BR-12227010 Sao Jose Dos Campos, SP, Brazil
来源
2009 TUTORIALS OF THE XXII BRAZILIAN SYMPOSIUM ON COMPUTER GRAPHICS AND IMAGE PROCESSING (SIBGRAPI 2009) | 2009年
关键词
image processing; remote sensing; open source software; satellite images; FUSION; SEGMENTATION; WAVELET; REGISTRATION; TRANSFORM; ALGORITHMS; QUALITY; TRADEOFF; IHS;
D O I
10.1109/SIBGRAPI-Tutorials.2009.13
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Imaging systems, particularly those on board satellites, provide a repetitive and consistent view of the earth that has been used in many remote sensing applications such as urban growth, deforestation and crop monitoring, weather prediction, land use mapping, land cover mapping and so on. For each application it is necessary to develop a specific methodology to extract information from the image data. To develop a methodology it is necessary to identify a procedure based on image processing techniques that is more adequate to the problem solution. In spite of the application complexity, some basic techniques are common in most of the remote sensing applications named as image registration, image fusion, image segmentation and classification. Hence, this paper aims to present an overview about the use of image processing techniques to solve a general problem on remote sensing application. A case study on an urban application is provided to illustrate the use of remote sensing technologies for solving the problem.
引用
收藏
页码:59 / 71
页数:13
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