A method of super-resolution reconstruction for remote sensing image based on non-subsampled contourlet transform

Guangxue Xuebao/Acta Optica Sinica

Volumn 35, Issue 1, 2015, Pages

  Zhou, Jinghong ^a   Zhou, Cui ^a   Zhu, Jianjun ^a   Fan, Donghao ^a  

^a CENTRAL SOUTH UNIVERSITY   (China)

Author keywords

Bicubic interpolation; Image processing; Non subsampled contourlet transform; Regional adaptive fusion; Super resolution reconstruction; Two dimensional wavelet transform

Indexed keywords

IMAGE FUSION; IMAGE PROCESSING; IMAGE RECONSTRUCTION; INVERSE PROBLEMS; OPTICAL RESOLVING POWER; REMOTE SENSING; TWO DIMENSIONAL; WAVELET TRANSFORMS;

ADAPTIVE FUSION; ADAPTIVE WEIGHTED FUSIONS; BICUBIC INTERPOLATION; IMAGE SUPER-RESOLUTION RECONSTRUCTION; NON SUBSAMPLED CONTOURLET TRANSFORM (NSCT); NON-SUB-SAMPLED CONTOURLET TRANSFORMS; REMOTE SENSING IMAGES; SUPER RESOLUTION RECONSTRUCTION;

IMAGE ENHANCEMENT;

EID: 84922671627     PISSN: 02532239     EISSN: None     Source Type: Journal    
DOI: 10.3788/AOS201535.0110001     Document Type: Article

References (25)

1. Xu Zhitao, Liu Jingguo, Long Kehui, et al.. Accuracy analysis of focusing mechanism of high resolution space camera [J]. Acta Optica Sinica, 2013, 33(7): 0728001.
2. Sun Tao, Lin Liyu, Sun Fuxiong, et al.. The Optical Remote Sensing Image Restoration and Super-Resolution Reconstruction[M]. Beijing: National Defence Industry Press, 2012.
3. Tan Bing, Xu Qing, Xing Shuai, et al.. Wavelet super-resolution algorithm and its application to SPOT images [J]. Acta Geodaetica et Cartographica Sinica, 2004, 33(3): 233-238.
4. Liu Jizhong, Jin Mingliang, Ma Ruyuan, et al.. Novel deterministic simple 0- 1 observation matrix and wavelet sparsity based compressed sensing implementation method for embedded vision system [J]. Chinese J Lasers, 2013, 40 (11): 1109002.
5. Zhou Yang, Li Xiaorun, Zhao Liaoying. Modified linear-prediction based band selection for hyperspectral image [J]. Acta Optica Sinica, 2013, 33(8): 0828002.
6. Huang Dengshan, Yang Minhua, Xu Haiwei, et al.. Fusion of multi-spectral and panchromatic images using optimal estimation theory [J]. Geomatics and Information Science of Wuhan University, 2011, 36(9): 1039-1042.
7. R R Coifman, D L Donoho. Translation-Invariant De-Noising [M]. New York: Springer Press, 1995.
8. M N Do, M Vetterli. Contourlets: A directional multiresolution image representation [C]. IEEE, 2002, 1(1): 357-360.
9. P Burt, E Adelson. The Laplacian pyramid as a compact image code [J]. IEEE Transactions on Communications, 1983, 31(4): 532-540.
10. R H Bamberger, M J T Smith. A filter bank for the directional decomposition of images: Theory and design [C]. IEEE Transactions on Signal Processing, 1992, 40(4): 882-893.
11. M N Do, M Vetterli. The contourlet transform: An efficient directional multiresolution image representation [J]. IEEE Transactions on Image Processing, 2005, 14(12): 2091-2106.
12. A L Da Cunha, J Zhou, M N Do. The nonsubsampled contourlet transform: Theory, design, and applications [J]. IEEE Transactions on Image Processing, 2006, 15(10): 3089-3101.
13. M N Do, M Vetterli. Framing pyramids [J]. IEEE Transactions on Signal Processing, 2003, 51(9): 2329-2342.
14. Y M Lu, M N Do. Multidimensional directional filter banks and surfacelets [J]. IEEE Transactions on Image Processing, 2007, 16 (4): 918-931.
15. Wu Wei, Yang Xiaomin, Chen Mo, et al.. Super-resolucion restoration algorithms based on improved nonsubsampled Contourlet transform [J]. Acta Optica Sinica, 2009, 29(6): 1493-1501.
16. Ye Chuanqi, Wang Baoshu, Miao Qiguang. Fusion algorithms of multi-spectral and high-resolution images based on region feature in NSCT domain [J]. Acta Optica Sinica, 2009, 29(5): 1240-1247.
17. Yang Zhenping, Niu Haijun, Ding Lei. A new image super-resolution restoration method by NSCT [J]. Journal of Xidian University, 2012, 39(1): 34-37.
18. Liu Kun, Guo Lei, Chang Weiwei. Regional feature self-adaptive image fusion algorithm based on Contourlet transform [J]. Acta Optica Sinica, 2008, 28(4) : 681-686.
19. Zhenhua Li, Zhongliang Jing, Shaoyuan Sun. Pixel-clarity-based multifocus image fusion [J]. Chin Opt Lett, 2004, 2(2): 82-85.
20. R Soummer, L Pueyo, A Sivaramakrishnan, et al.. Fast computation of Lyot-style coronagraph propagation [J]. Opt Express, 2007, 15 (24): 15935-15951.
21. H Foroosh, J B Zerubia, M Berthod. Extension of phase correlation to subpixel registration [J]. IEEE Transactions on Image Processing, 2002, 11(3): 188-200.
22. M G Sicairos, S T Thurman, J R Fienup. Efficient subpixel image registration algorithms [J]. Opt Lett, 2008, 33(2): 156-158.
23. Qu Youshan, Tian Weijian, Li Yingcai, et al.. Improvement of the space resolution of the optical remote sensing image by the wavelet bi cubic Interpolation [J]. Acta Photonica Sinica, 2004, 33(5): 601-604.
24. Wang Xianghai, Zhang Hongwei, Li Fang. A PDE-based hybrid model for de-noising remote sensing image with Gaussian and saltpepper noise [J]. Acta Geodaetica et Cartographica Sinica, 2010, 39(3): 283-288.
25. Hu Haihe, Bai Tingzhu, Han Qiang, et al.. Infrared illumination model and infrared scene simulation based on blinn-phong model [J]. Acta Optica Sinica, 2013, 33(6): 0611003.