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
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;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4577-1003-2
DOI :
10.1109/IGARSS.2011.6049187