Image segmentation based on improved PSO

CCTAE 2010 - 2010 International Conference on Computer and Communication Technologies in Agriculture Engineering

Volumn 3, Issue , 2010, Pages 191-194

  Hongmei, Tang ^a   Cuixia, Wu ^a   Liying, Han ^a   Xia, Wang ^a  

^a HEBEI UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Image segmentation; Maximum entropy; Multilevel threshold; Particle swarm optimization (PSO)

Indexed keywords

COMPUTATION COSTS; FAST CONVERGENCE; IMPROVED PARTICLE SWARM OPTIMIZATION; IMPROVED PSO; MAXIMUM ENTROPY; MULTILEVEL THRESHOLD; OPTIMAL THRESHOLD; SEGMENTATION METHODS; SEGMENTATION RESULTS;

AGRICULTURE; ALGORITHMS; COMPUTATIONAL EFFICIENCY; ENTROPY; IMAGE SEGMENTATION;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 77956463931     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CCTAE.2010.5544490     Document Type: Conference Paper

References (11)

1. Zhang Yujin. Image segmentation[M]. Beijing: Science Press, 2001.
2. Sezgin, M, Sankur, B. Survey over image thresholding techniques and quantitative performance evaluation[J]. Electron. Imaging, 2004, 13(1): 146-165.
3. Kapur J N, Sahoo P K, Wong A K C. A new method for gray-level picture thresholding using the entropy of histogram[J]. Computer Vision Graphics Image Processing, 1985, 29(3):273-285.
4. Otsu N. A threshold selection method from gray-level histograms[J]. IEEE Transactions on Systems, Man, Cybernetics, SMC-9, 62-66.
5. Kittler J, Illingworth J. Minimum error thresholding[J]. Pattern Recognition, 1986, 19(1):41-47.
6. Kennedy J, Eberhart R C. Particle swarm optimization[A]. Proceedings of IEEE International Conference on Neural Networks[C]. 1995:1942-1948.
7. Abido, M.A. Optimal power flow using particle swarm optimization[J]. International Journal of Electrical Power and Energy Systems, 2002, 24(7): 563-571.
8. Parsopoulos, K.E. Vrahatis, M.N. On the computation of all global minimizers through particle swarm optimization[A]. IEEE Transaction on Evolutionary Computation[C]. 2004, 8(3):211-224.
9. Xu Ke, Liu Dong. Algorithm of multi-PSO co-evolution based on GA and PSO[J]. Computer Engineering and Applications, 2009, 45(3): 51-54.
10. Sahoo. P.K, Soltani. S, Wong. A. K. C, Chen. Y.C. A survey of thresholding techniques[J]. Computer Vision, Graphics, and Image Processing, 1995, 41(2): 233-260.
11. Madhubanti Maitra, Amitava Chatterjee. A hybrid cooperative-comprehensive learning based PSO algorithm for image segmentation using multilevel thresholding[J]. Expert Systems with Applications, 2008, 34: 1341-1350.