A novel algorithm of remote sensing image fusion based on Shearlets and PCNN

Neurocomputing

Volumn 117, Issue , 2013, Pages 47-53

  Cheng, Shi ^a   Qiguang, Miao ^a   Pengfei, Xu ^a  

^a XIDIAN UNIVERSITY   (China)

Author keywords

Image processing; Multi resolution; Shearlet; Wavelet

Indexed keywords

DIRECTION FEATURES; FREQUENCY COEFFICIENT; GRADIENT CHARACTERISTICS; MULTI-RESOLUTIONS; MULTI-SCALE DECOMPOSITION; REMOTE SENSING IMAGES; SHEARLET; WAVELET;

ALGORITHMS; IMAGE PROCESSING; IMAGE RECONSTRUCTION; WAVELET DECOMPOSITION;

IMAGE FUSION;

ACCURACY; ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; CALCULATION; HIGH FREQUENCY OSCILLATION; IMAGE PROCESSING; IMAGE QUALITY; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; PRIORITY JOURNAL; PULSE COUPLE NEURAL NETWORK; REMOTE SENSING; SHEARLET ALGORITHM; SIMULATION; WAVELET ANALYSIS;

EID: 84878944337     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2012.10.025     Document Type: Article

References (22)

1. Candes E.J., Donoho D.L. Continuous curvelet transform. I. Resolution of the wavefront set. Appl. Comput. Harmonic Anal. 2005, 19:162-197.
2. Yang Xiao-Hui, Jiao Li-Cheng Fusion Algorithm for Remote Sensing Images Based on Nonsubsampled Contourlet Transform. Acta Autom. Sin. 2008, 34:274-281.
3. Guo K., Labate D. Optimally sparse multidimensional representation using shearlets. SIAM J. Math. Anal. 2007, 39:298-318.
4. Kutyniok G., Labate D. Resolution of the wavefront set using continuous shearlets. Trans. Am. Math. Soc. 2009, 361:271-2754.
5. Kutyniok G., Labate D. Construction of regular and irregular shearlet frames. J. Wavelet Theory Appl. 2007, 1:1-10.
6. Lin Wang.-Q. The discrete shearlet transform: a new directional transform and compactly supported shearlet frame. IEEE Trans. Image Process. 2010, 5:1166-1180.
7. Easley Glenn, Labate Demetrio, Lim Wang.-Q. Sparse directional image representations using the discrete shearlet transform. Appl. Comput. Harmonic Anal. 2008, 25:25-46.
8. Guo K., Labate D., Lim W. Edge analysis and identification using the continuous shearlet transform. Appl. Comput. Harmonic Anal. 2009, 27:24-46.
9. Gitta Kutyniok, Lin Wang.-Q. image separation using wavelets and shearlets. Lect. Notes Comput. Sci. 2012, 6920:416-430.
10. Shearlet Webpage, http://www.shearlet.org.
11. Eckhorn R., Reitboeck H.J., Arndt M., et al. Feature linking via synchronization among distributed assemblies: simulation of results from cat cortex. Neural Comput. 1990, 2:293-307.
12. R. Eckhorn, H.J. Reitboeck, M. Arndt, et al., Feature linking via stimulus-evoked oscillations: experimental results from cat visual cortex and functional implications form network model, in: Proceedings of the International JCNN, Washington DC, vol. 1, 1989, pp. 723-730.
13. Wen Jin, Zhao Jia Li, Luo Si Wei, Han Zhen The improvements of BP neural network learning algorithm, in: Proceedings of 5th International Conference on Signal Processing, WCCC-ICSP 2000, vol. 3, 2000, pp. 1647-1649.
14. Broussard Randy.P., Rogers Steven.K., Oxley Mark.E., et al. Physiologically motivated image fusion for object detection using a pulse coupled neural network. IEEE Trans. Neural Network 1999, 10:554-563.
15. Chen Weisheng, Jiao Licheng Adaptive tracking for periodically time-varying and nonlinearly parameterized systems using multilayer neural networks. IEEE Trans. Neural Networks 2010, 21:345-351.
16. Chen Weisheng, Zhang Zhengqiang Globally stable adaptive backstepping fuzzy control for output-feedback systems with unknown high-frequency gain sign. Fuzzy Sets Syst. 2010, 161:821-836.
17. Qu Xiaobo Yan Jingwen Image fusion algorithm based on features motivated multi-channel pulse coupled neural networks. Bioinf. Biomed. Eng. 2008, 2103-2106.
18. Qu Xiaobo, Hu Changwei, Yan Jingwen Image fusion algorithm based on orientation information motivated pulse coupled neural networks. Intell. Control Autom. 2008, 2437-2441.
19. Easley R., Labate Demetrio, Colonna Flavia Shearlet based total variation diffusion for denoising. IEEE Trans. Image Process. 2009, 18:260-268.
20. Easley Glenn.R., Labate Demetrio, Lim Wang.-Q. Optimally sparse image representations using shearlets. Signals Syst. Comput. 2006, 11:974-978.
21. Qiguang Miao, Cheng Shi A novel algorithm of image fusion using shearlets. Optics Commun. 2011, 284:1540-1547.
22. Ma Yinhua, Zhai Yuting, Geng Peng, Yan Pengzhan A novel algorithm of image fusion based on PCNN and shearlet. Int. J. Digital Content Technol. Appl. (JDCTA) 2011, 5:347-354.