Advanced search
Publication Cover
Geo-spatial Information Science Volume 21, 2018 - Issue 1: Special Issue: Information Processing for Unmanned Aerial Vehicles (UAVs) in Surveying, Mapping, and Navigation. Guest Editors: Gui-Song Xia, Mihai Datcu, Wen Yang, Xiang Bai
Submit an article Journal homepage
1,978
Views
1
CrossRef citations to date
0
Altmetric
Articles

Super-resolution enhancement of UAV images based on fractional calculus and POCS

Junfeng LeiElectronic Information School, Wuhan University, Wuhan, China
,
Shangyue ZhangElectronic Information School, Wuhan University, Wuhan, China
,
Li LuoElectronic Information School, Wuhan University, Wuhan, China
,
Jinsheng XiaoElectronic Information School, Wuhan University, Wuhan, ChinaCorrespondence[email protected]
&
He WangThe Third Research Institute of Ministry of Public Security, Shanghai, China
Pages 56-66 | Received 08 Jun 2017, Accepted 10 Dec 2017, Published online: 09 Feb 2018

References

  • Bätz, M., A. Eichenseer, J. Seiler, M. Jonscher, and A. Kaup. 2015. “Hybrid Super-resolution Combining Example-Based Single-Image and Interpolation-based Multi-image Reconstruction Approaches.” Paper presented at the Proceedings of the IEEE International Conference on Image Processing, Quebec City, Canada, September 27–30, 58–62.
  • Bengtsson, T., Y. H. Gu, M. Viberg, and K. Lindström. 2012. “Regularized Optimization for Joint Super-Resolution and High Dynamic Range Image Reconstruction in a Perceptually Uniform Domain.” Paper presented at the Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, Kyoto, Japan, March 25–30, 1097–1100.
  • Cao, Y., X. Liu, W. Wang, and Z. Xing. 2009. “Super-resolution Image Reconstruction Algorithm Based on Projection onto Convex Sets and Wavelet Fusion.” Journal of Biomedical Engineering 26 (5): 947–952.
  • Freedman, G., and R. Fattal. 2011. “Image and Video Upscaling from Local Self-examples.” ACM Transactions on Graphics 30 (2): 12.
  • Gao, J., A. Stanton, M. Naghizadeh, M. D. Sacchi, and X. Chen. 2013. “Convergence Improvement and Noise Attenuation Considerations for beyond Alias Projection onto Convex Sets Reconstruction.” Geophysical Prospecting 61 (S1): 138–151.10.1111/gpr.2013.61.issue-s1
  • Huang, G., L. Xu, and Y. Pu. 2012. “Summary of Research on Image Processing Using Fractional Calculus.” Application Research of Computers 29 (2): 414–420.
  • Li, B., and W. Xie. 2015. “Adaptive Fractional Differential Approach and its Application to Medical Image Enhancement.” Computers & Electrical Engineering 45: 324–335.10.1016/j.compeleceng.2015.02.013
  • Lian, Q., and W. Zhang. 2012. “Image Super-resolution Algorithms Based on Sparse Representation of Classified Image Patches.” Acta Electronic a Sinica 40 (5): 920–925.
  • Liu, Y., W. Quan, and S. Wu. 2016. “Regularized Super-resolution Image Reconstruction Based on Edge Enhancement.” Journal of Xi’an University of Posts and Telecommunications 21 (6): 14–19.
  • Lowe, D. G. 2004. “Distinctive Image Features from Scale-invariant Keypoints.” International Journal of Computer Vision 60 (2): 91–110.10.1023/B:VISI.0000029664.99615.94
  • Pu, Y., Y. Xiao, L. Ke, Z. Chen, and J. Zhou. 2005. “Five Numerical Algorithms of Fractional Calculus Applied in Modern Signal Analyzing and Processing.” Journal of Sichuan University 37 (5): 118–124.
  • Stark, H., and P. Oskoui. 1989. “High-resolution Image Recovery from Image-plane Arrays, Using Convex Projections.” Journal of the Optical Society of America A 6 (11): 1715–1726.10.1364/JOSAA.6.001715
  • Wang, F., G. Chen, and W. Zhou. 2014. “Multi-frame Image Super-Resolution Reconstruction Based on SIFT.” Computer Technology and Development 24 (11): 39–42.
  • Xiao, J., G. Pang, Y. Zhang, Y. Kuang, Y. Yan, and Y. Wang. 2016. “Adaptive Shock Filter for Image Super-resolution and Enhancement.” Journal of Visual Communication and Image Representation 40 (Part A): 168–177.10.1016/j.jvcir.2016.06.015
  • Xiao, J., T. Liu, Y. Zhang, B. Zou, J. Lei, and Q. Li. 2016. “Multi-focus Image Fusion Based on Depth Extraction with Inhomogeneous Diffusion Equation.” Signal Processing 125: 171–186.10.1016/j.sigpro.2016.01.014
  • Xiao, J., E. Liu, L. Zhao, Y. Wang, and W. Jiang. 2017. “Detail Enhancement of Image Super-resolution Based on Detail Synthesis.” Signal Processing: Image Communication 50: 21–33.
  • Xu, M., and W. Tan. 2006. “Intermediate Processes and Critical Phenomena: Theory, Method and Progress of Fractional Operators and Their Applications to Modern Mechanics.” Science in China (Series G): Physics, Mechanics & Astronomy 49 (3): 257–272.
  • Yang, Z., J. Zhou, X. Yan, and M. Huang. 2008. “Image Enhancement Based on Fractional Differentials.” Journal of Computer − Aided Design & Computer Graphics 20 (3): 343–348.
  • Yao, K., W. Su, and S. Zhou. 2004. “On the Fractional Calculus Functions of a Type of Weierstrass Function.” Chinese Annals of Mathematics, Series a 6 (6): 711–716.
  • Zhang, Y., K. Xu, and Y. Li. 2010. “Remote Sensing Image Super-resolution Based on POCS and out-of-Core.” Journal of Tsinghua University (Science and Technology) 50 (10): 1743–1746.
  • Zhang, K., D. Tao, X. Gao, X. Li, and Z. Xiong. 2015. “Learning Multiple Linear Mappings for Efficient Single Image Super-resolution.” IEEE Transactions on Image Processing 24 (3): 846–861.10.1109/TIP.2015.2389629

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.