Hierarchical and multiscale Mean Shift segmentation of population grid

ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

Volumn , Issue , 2013, Pages 285-290

  Baro, Johanna ^a,b   Come, Etienne ^a   Aknin, Patrice ^a   Bonin, Olivier ^b  

^a Universite Paris Est   (France)

^b UNIVERSITÉ GUSTAVE EIFFEL   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BANDWIDTH PARAMETERS; CATCHMENT AREA; HIERARCHICAL STRUCTURES; MEAN SHIFT; MEAN-SHIFT SEGMENTATION; MULTI-SCALE STRUCTURES; PROBABILITY DENSITY FUNCTION (PDF); URBAN CENTERS;

BANDWIDTH; CATCHMENTS; ITERATIVE METHODS; LEARNING SYSTEMS; NEURAL NETWORKS; POPULATION STATISTICS; PROBABILITY DENSITY FUNCTION;

CLUSTERING ALGORITHMS;

EID: 84887045192     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Y. Cheng. Mean shift, mode seeking, and clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence, 17(8):790-799, 1995.
2. D. W. Scott and S. J. Sheatherb. Kernel density estimation with binned data. Communications in Statistics - Theory and Methods, 14(6):1353-1359, 1985.
3. E. Parzen. On estimation of a probability density function and mode. Annals of Mathematical Statistics, 33(3):1065-1076, 1962.
4. D. Comaniciu. Mean-shift: A robust approach toward feature space analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(5):603-619, 2002.
5. R. Lakemond, D.N. McKinnon, C. Fookes, and S. Sridharan. A feature clustering algorithm for scale-space analysis of image structures. In Proceedings of the International Conference on Signal Processing and Communication Systems ICSPCS2007, pages 186-192, 2007.
6. D. DeMenthon and R. Megret. Spatio-temporal segmentation of video by hierarchical mean shift analysis. Technical report, University of Maryland, INSA Lyon, 2002.
7. S.J. Roberts. Parametric and non-parametric unsupervised cluster analysis. Pattern Recognition, 30(2):261-272, 1997.
8. C. Vachier. Morphological scale-space analysis and feature extraction. In Image Processing, 2001. Proceedings. 2001 International Conference on, volume 3, pages 676-679, 2001.