Evolutionary Design of Fuzzy Classifiers for Human Detection Using Intersection Points and Confusion Matrix
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Lee, Joon-Yong
(Korea Advanced Institute of Science and Technology)
Park, So-Youn (Korea Advanced Institute of Science and Technology) Choi, Byung-Suk (Korea Advanced Institute of Science and Technology) Shin, Seung-Yong (Korea Advanced Institute of Science and Technology) Lee, Ju-Jang (Korea Advanced Institute of Science and Technology) |
1 | T. B. Moeslund, A. Hilton, and V. Krüger, “A survey of advances in vision-based human motion capture and analysis,” Computer Vision and Image Understanding, vol. 104, no. 2, pp. 90-126, Nov. 2006. DOI |
2 | N. Dalal and B. Triggs, “Histograms of oriented gradients for human detection,” Proc. of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, California, USA, vol. 1, pp. 886-893, Jun. 2005. DOI |
3 | O. Cordon, F. Gomide, F. Herrera, F. Hoffmann, and L. Magdalena, “Ten years of genetic fuzzy systems: current framework and new trends,” Fuzzy Sets and Systems, vol. 141, no. 1, pp. 5-31, 2004. DOI |
4 | J.-Y. Lee, J.-H. Seok, M. Sugisaka, and J.-J. Lee, “New encoding scheme for evolving fuzzy classifiers,” IEEE International Symposium on Industrial Electronics, Seoul, Korea, pp. 461-465, July 2009. DOI |
5 | A. Klose and A. Nurnberger, “On the properties of prototypebased fuzzy classifiers,” IEEE Transactions on Systems, Man, and Cybernetics, Part B, vol. 37, no. 4, pp. 817-835, Aug. 2007. DOI |
6 | J.-Y. Lee, S.-Y. Park, B.-S. Choi, S.-Y. Shin, and J.-J. Lee, “Optimal design of fuzzy classifier for human detection in vision system,” Proc. of ICROS Annual Conference 2010, Chuncheon, Korea, pp. 117-118, May 2010. |
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