Spatial clustering method based on raster distance transform for extended objects

Acta Geodaetica et Cartographica Sinica

Volumn 38, Issue 2, 2009, Pages

  Geng, Xie Peng ^a,c   Du, Xiao Chu ^b   Hu, Peng ^c  

^a WUHAN POLYTECHNIC UNIVERSITY   (China)

^b HUBEI UNIVERSITY   (China)

^c WUHAN UNIVERSITY   (China)

Author keywords

Map algebra; Raster distance transformation; Spatial clustering

Indexed keywords

CLUSTER ANALYSIS; DATA MINING; DIGITAL IMAGE; IMAGE ANALYSIS; NUMERICAL METHOD; SPATIAL ANALYSIS; TRANSFORM;

CLUSTERING PROCESS; DISTANCE TRANSFORMS; EXTENDED OBJECTS; MAP ALGEBRA; RASTER DISTANCE TRANSFORMATION; SHORTEST DISTANCES; SPATIAL ANALYSIS; SPATIAL CLUSTERING; SPATIAL DATA MININGS; SQUARE PLANES; WEIGHTED DISTANCES;

ALGEBRA; CLUSTERING ALGORITHMS; INFORMATION MANAGEMENT; MINING; OBJECT RECOGNITION;

CLUSTER ANALYSIS;

EID: 65149083069     PISSN: 10011595     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (8)

1. ZHANG T, RAMAKRISIINAN R, LIVNY M. BIRCH: An Efficient Data Clustering Method for Very Large Databases[A]. Proceedings of the 1996 ACM-SIGMOD International Conference on Management of Data (SIMOD'96) [C]. Montreal:[s. n. ], 1996. 103-11.
2. BEN-DOR A, SHAMIR R, YAKHINI Z. Clustering Gene Expression Patterns[A]. Proceedings of the Third Annual International Conference on Computational Molecular Biology (RECOMB 99) [C]. Lyon: [s. n. ], 1999. 1-11.
3. DU Yun-yan, ZHOU Cheng-hu, CUI Hai-yan, et al. The Ocean Fishery Spatial Analysis Based on RS and GIS-Studying in the East China Sea[J]. Acta Oceanologica Sinica, 2002, 24(5): 57-63.
4. RICOTTA C, RETZALAFF R. Self-similar Spatial Clustering of Wildland Fires: the Example of a Large Wildfires in Spain [J]. Remote Sensing, 2000, 21(10): 2 113-2 118.
5. LAI P C, WONG C M, HEDLEY AJ, et al. Understanding the Spatial Clustering of Severe Acute Respiratory Syndrome (SARS) in Hong Kong [J]. Environmental Health Perspectives, 2004, 112(15): 1550-1557.
6. LEI Xiao-feng, GAO Tao, XIE Kun-qing, MA Xiu-jun. Clustering of Extended Spatial Objects[J]. Computer Engineering and Application, 2002, (23): 172-175.
7. KAUFMAN L, ROUSSEEUW P J. Finding Groups in Data: An Introduction to Cluster Analysis [M]. Hoboken: John Wiley & Sons, 1990.
8. TOMLIN C D. Comments on the Design of Map Algebra: a Report to the ArcModel Development Team[R]. [s. 1. ]: Environmental Systems Research Institute, 2000.