Background Modeling via Clustering

Note : In parenthesis, the number of papers is indicated for each method. Click on the method to see the corresponding references.

Methods

K-means (15)

Codebook (87)

Basic Sequential Clustering (6)

Authors - Dates

Butler et al. (2003)

Kim et al. (2004)

Xiao et al. (2006)

References

D. Butler, S. Sridharan, V. Bove, “Real-Time Adaptive Background Segmentation”, International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2003, Hong Kong, China, 2003.

K. Kim, T. H. Chalidabhongse, D. Harwood, L. Davis, “Background Modeling and Subtraction by Codebook Construction”, IEEE International Conference on Image Processing, ICIP 2004, 2004.

M. Xiao, C. Han, X. Kang, “A Background Reconstruction for Dynamic Scenes”, International Conference on Information Fusion, ICIF 2006, pages 1-6, July 2006.