A simplified pulse-coupled neural network for cucumber image segmentation

Proceedings - 2010 International Conference on Computational and Information Sciences, ICCIS 2010

Volumn , Issue , 2010, Pages 1053-1057

  Wang, Haiqing ^a   Ji, Changying ^a   Gu, Baoxing ^a   Tian, Guangzhao ^a  

^a NANJING AGRICULTURAL UNIVERSITY   (China)

Author keywords

Cucumber image; Image segmentation; Pulse coupled neural network (PCNN); Simplified pcnn

Indexed keywords

AVERAGE RATE; CLASSIC MODELS; COMPLEX BACKGROUND; CONNECTION STRENGTH; CUCUMBER IMAGE; EFFICIENT METHOD; EVALUATION METHOD; LOCAL STANDARD DEVIATION; OPTIMAL SEGMENTATION; PULSE COUPLED NEURAL NETWORK; PULSE COUPLED NEURAL NETWORK (PCNN); SIMPLIFIED PCNN;

ALGORITHMS; IMAGE SEGMENTATION; INFORMATION SCIENCE;

NEURAL NETWORKS;

EID: 79952420886     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIS.2010.260     Document Type: Conference Paper

References (18)

1. MA Yide, DAI Rolan, LI Lian, WEI Lin, "Image segmentation of embryonic plant cell using pulse-coupled neural networks," Chinese Science Bulletin, vol. 47, no. 2, pp. 167-172, 2002.
2. Heggere S. Ranganath, Govindaraj Kuntimad, "Iterative segmentation using pulse-coupled neural networks," Proc. SPIE, Vol. 2760, 543-554 (1996); doi:10.1117/12.235943.
3. Murresan RC, "Pattern recognition using pulse-coupled neural networks anddiscrete Fourier transform," Neurocomputing, vol. 51, pp. 487-493,2003.
4. Thomas Lindblad, Jason M. Kinser, "Inherent features of wavelets and pulse coupled neural networks," IEEE Trans on Neural Networks, vol. 10, no. 3, pp. 607-614,1999.
5. Stewart R D, Fermin I, Opper M, "Region growing with pulse-coupled neural networks: An alternatine to seeded region growing," IEEE Transaction on Neural Networks, vol. 13, no. 6, pp. 1557-1562, 2002.
6. Yunfeng Lu, Jun Miao, Lijuan Duan, Yuanhua Qiao, Ruixin Jia, "A new approach to image segmentation based on simplifiedregion growing PCNN," Applied Mathematics and Computation, vol. 205, pp. 807-814, 2008.
7. Xiaodong Gu, Daoheng Yu, Liming Zhang, "Image thinning using pulse coupled neural network," Pattern Recognition Letters, vol.25, pp. 1075-1084, 2004.
8. Xuemei Xiong, Yiming Wang and Ziaochao Zhang, "Color Image Segmentation Using Pulse-Coupled Neural Network for Locusts Detection," Conference on Data Mining | DMIN'06 |, pp. 410-413.
9. Meihong Shi, Shoushan Jiang, Huiran Wang, Bugao Xu, "A Simplified pulse-coupled neural network for adaptive segmentation of fabric defects," Machine Vision and Applications, DOI 10.1007/s00138-007-0113-z.
10. J.L.Johnson, M.L.Padgett, "PCNN models and applications," IEEE Transactions on Neural Networks, vol. 10, no. 3, pp. 480-498,1999.
11. Zhaobin Wang, Yide Ma, Feiyan Cheng, Lizhen Yang, "Review of pulse-coupled neural networks," Image and Vision Computing, vol. 28, pp. 5-13, 2010.
12. J.M.Kinser, "A simplified pulse-coupled neural network," Orlando: Proceedings of SPIE, vol. 2760, no. 3, pp. 563-569, 1996.
13. X.Gu, L.Zhang, D.Yu, "General design approach to Unit-linking PCNN for image processing," in:Proc.of the International Joint Conference on Neural Networkspp, pp. 1837-1841, 2005.
14. J.M.Kinser, "Pulse-coupled image fusion," Optical Engineering, vol.36, no. 3, pp. 737-742, 1997.
15. J.M.Kinser, C.L.Wyman, B.L.Kerstiens, "Spiral image fusion:a 30 parallelchannel case," Optical Engineering, vol. 37, no. 2, pp. 492-498, 1998.
16. CHEN Jin, GONG Jianya, LIU Xingquan, "Image binary segmentation by simplified PCNN," Journal of Geomatics, vol. 30, no.1, pp. 38-40, 2005.
17. G. Kuntimad, H. S. Ranganath, "Perfect image segmentation using pulse coupled neural networks" IEEE Trans on Neural Networks, vol.10, no.3, pp. 591-598, 1999.
18. SHI Mei-hong, ZHANG Jun-ying, ZHANG Xiao-bin, "Image binary segmentation based on improved PCNN mode," Computer Simulation, vol. 19, no. 4,pp. 42-46, 2002.