DocumentCode
1877599
Title
Towards a framework of algorithm management for remote sensing image analysis
Author
Ding, Yongke ; Wang, Kaizhi ; Yu, Wenxian ; Liu, Xingzhao
Author_Institution
Dept. of Electron. Eng., Shanghai Jiao Tong Univ., Shanghai, China
fYear
2011
fDate
24-29 July 2011
Firstpage
551
Lastpage
554
Abstract
This work is devoted to the proposal of the algorithm management framework for remote sensing image analysis. A hierarchical framework of algorithm management is first introduced. Then we establish an algorithm description model and corresponding reasoning mechanism based on the quotient space problem solving theory and graph theory. With this model the developers can avoid wasteful duplicate algorithm development and complicated parameter adjustment during the algorithm development process for remote sensing image. The effect and efficiency of the framework has been proved through our preliminary experiment results.
Keywords
image processing; problem solving; remote sensing; algorithm description model; algorithm management; graph theory; quotient space problem solving theory; reasoning mechanism; remote sensing image analysis; Algorithm design and analysis; Classification algorithms; Cognition; Filtering algorithms; Filtering theory; Noise measurement; Remote sensing; Algorithm management (AM); algorithm space; image analysis; quotient space; remote sensing;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location
Vancouver, BC
ISSN
2153-6996
Print_ISBN
978-1-4577-1003-2
Type
conf
DOI
10.1109/IGARSS.2011.6049187
Filename
6049187
Link To Document