Land use classification of remote sensing image with GIS data based on spatial data mining techniques

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

Volumn 33, Issue , 2000, Pages 238-245

  Li, Deren ^a   Di, Kaichang ^a   Li, Deyi ^b  

^a WUHAN UNIVERSITY   (China)

^b Inst of China Electron Syst Eng   (China)

Author keywords

Data mining; Inductive learning; Knowledge discovery; Land use classification; Learning granularity

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA HANDLING; DATA MINING; IMAGE CLASSIFICATION; IMAGE ENHANCEMENT; LAND USE; LEARNING ALGORITHMS; LEARNING SYSTEMS; REMOTE SENSING; SPECTROSCOPY;

CLASSIFICATION ACCURACY; CLASSIFICATION METHODS; INDUCTIVE LEARNING; LANDUSE CLASSIFICATIONS; LEARNING GRANULARITY; MULTISPECTRAL IMAGES; REMOTE SENSING IMAGES; SPATIAL DISTRIBUTION PATTERNS;

GEOGRAPHIC INFORMATION SYSTEMS;

EID: 84902473064     PISSN: 16821750     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Eklund P.W., Kirkby S.D, A. Salim 1998. Data mining and soil salinity analysis. Int. J. Geographical Information Sciences, Vol. 12, No 3, pp247-268
2. Hong Jiarong 1997. Inductive learning - algorithm, theory and application, Science Press, Beijing, Sept.
3. Huang Xueqiao and John R. Jensen 1997. A Machine-Learning Approach to Automated Knowledge-Base Building for Remote Sensing Image Analysis with GIS Data. Photogrammetric Engineering & Remote Sensing, Vol. 63, No 10, pp1185-1194
4. Li Deren, Cheng Tao 1994. KDG: Knowledge Discovery from GIS - Propositions on the Use of KDD in an Intelligent GIS. In Proc. ACTES, The Canadian Conf. on GIS
5. Li Deren, Di Kaichang, and Li Deyi 1997. A Framework of spatial data mining and knowledge discovery. In Proc. Int. Workshop on Image Analysis and Information Fusion(IAIF'97), Adelaide, Australia, Nov.
6. th National Conf. on Database, Shenyang, China, Sept.
7. Quinlan J.R 1993. C4.5: programs for machine learning. Morgan Kaufmann, San Mateo, CA
8. st Annual Conf. of China Association on GIS, Beijing