Title :
The framework of target recognition in the field of remote sensing image based on knowledge
Author :
Hai-Tao, Yu ; Yan-Qing, Wang
Author_Institution :
Integrate Inf. Syst. Res. Center, Chinese Acad. of Sci., Beijing, China
Abstract :
Target recognition based on knowledge is a hot topic in remote sensing field. However, due to the deficiency of knowledge organization and usage, existing algorithms have a great limitation in applicability and extensibility. Therefore, a framework of target recognition based on knowledge is proposed in the paper. Building on the decomposition and semantic description of the identification algorithm, the framework fulfills the work of mission planning and algorithm invoking in the way of symbol reasoning. Besides it provides the universal way of knowledge representation and knowledge application by means of building the correlation between target and algorithm.The experimental results demonstrate the validity of the proposed framework.
Keywords :
geophysical signal processing; image recognition; inference mechanisms; knowledge representation; object recognition; remote sensing; target tracking; automatic target recognition framework; identification algorithm; knowledge organization; knowledge representation; knowledge usage; mission planning; remote sensing image; semantic description; symbol reasoning; Automation; Computational intelligence; Data mining; Feature extraction; Image processing; Image recognition; Information systems; Knowledge representation; Remote sensing; Target recognition; Knowledge; Knowledge Tree based on Concept; Remote Sensing Image; Target Recognition;
Conference_Titel :
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-2722-2
Electronic_ISBN :
978-1-4244-2723-9
DOI :
10.1109/CCDC.2009.5192602