Location- and density-based hierarchical clustering using similarity analysis

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 20, Issue 9, 1998, Pages 1011-1015

  Bajcsy, Peter ^a   Ahuja, Narendra ^a  

^a Acumen Product Group ^*  (United States)

Author keywords

Clustering; Density based clustering; Hierarchy of clusters; Location based clustering; Point patterns; Spatially interleaved clusters

Indexed keywords

ALGORITHMS; HIERARCHICAL SYSTEMS; IMAGE QUALITY; IMAGE SEGMENTATION; PATTERN MATCHING;

DENSITY-BASED CLUSTERING; LOCATION-BASED CLUSTERING; SPATIALLY INTERLEAVED CLUSTERS;

IMAGE ANALYSIS;

EID: 0032167015     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.713365     Document Type: Article

References (16)

1. C.T. Zahn, "Graph-Theoretical Methods for Detecting and Describing Gestalt Clusters," IEEE Trans. Computers, vol. 20, pp. 6886, Jan. 1971.
2. D. Blostein and N. Ahuja, "Shape From Texture: Integrating Texture-Element Extraction and Surface Estimation," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 11, no. 12, pp. 1,2331,251, Dec. 1989.
3. A.K. Jain and R.C. Dubes, Algorithms for Clustering Data. Englewood Cliffs, NJ: Prentice Hall, 1988.
4. R.O. Duda and P.E. Hart, Pattern Classification and Scene Analysis. New York, NY: Wiley, 1973.
5. B.S. Everitt, Cluster Analysis. London: Edward Arnold, 1993.
6. N. Ahuja and B.J. Schachter, Pattern Models. New York, NY: John Wiley, 1983.
7. K.C. Gowda and G. Krishna, "Agglomerative Clustering Using the Concept of Mutual Nearest Neighborhood," Pattern Recognition, vol. 10, pp. 105-112,1978.
8. M. Nadler and E. Smith, Pattern Recognition Engineering. Canada: John Wiley, 1993.
9. P.H. Sneath and R.R. Sokal, Numerical Taxonomy. San Francisco, ÇA: W.H. Freeman, 1973.
10. H. Hanaizumi, S. Chino, and S. Fujimura, "A Binary Division Algorithm for Clustering Remotely Sensed Multispectral Images," IEEE Trans. Instrumentation and Measurement, vol. 44, pp. 759-763, June 1995.
11. Y. Wong and E.G. Posner, "A New Clustering Algorithm Applicable to Multiscale and Polarimetric SAR Images," IEEE Trans. Geoscience and Remote Sensing, vol. 31, pp. 634-644, May 1993.
12. M. Tuceryan and A. Jain, "Texture Segmentation Using Voronoi Polygons," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 12, no. 2, pp. 211-216, Feb. 1990.
13. P. Bajcsy and N. Ahuja, "Uniformity and Homogeneity Based Hierarchical Clustering," Proc. 13th Int'l Conf. Pattern Recognition, vol. B, pp. 96-100, Vienna, Austria, 1996.
14. M.G. Kendall, The Advanced Theory of Statistics, vol. 2. New York, NY: Hafner, 1951.
15. A.S. Fotheringham and F.B. Zhan, "A Comparison of Three Exploratory Methods for Cluster Detection in Spatial Point Patterns," Geographical Analysis, vol. 28, pp. 200-218, July 1996.
16. A. Getis and B. Boots, Models of Spatial Process: An Approach to the Study of Point, Line, and Area Patterns. London: Cambridge Univ. Press, 1978.