期刊文献+

基于凸集投影算法的超分辨率图像重建技术 被引量:9

Super-resolution image reconstruction based on POCS
下载PDF
导出
摘要 图像的空间分辨率是评价图像质量的一个关键性指标,也是图像应用中举足轻重的一个参数。然而在图像获取的过程中,诸多因素均会导致图像质量的下降或退化。解决这一问题的一种有效办法就是超分辨率图像重建技术,介绍了超分辨率图像重建技术,对其两种主要的方法进行了分析,给出了凸集投影算法的步骤并通过实验数据进行了图像重建的验证。 The spatial resolution of the image is a critical index of the image quality and also an important parameter in the area of the image application. However there are many factors lowering and degenerating the quality of the images in the process of the image capture. Here the super-resolution image reconstruction and two central methods are introduced and the image reconstruction based on the POCS is verified through an experiment.
出处 《成都信息工程学院学报》 2005年第6期708-711,共4页 Journal of Chengdu University of Information Technology
关键词 超分辨率图像重建 频谱解混叠 空间域迭代法 凸集投影算法 super-resolution reconstruction spectral de-aliasing spatial iterative method POCS
  • 相关文献

参考文献6

  • 1苏秉华,金伟其,牛丽红,刘广荣.超分辨率图像复原及其进展[J].光学技术,2001,27(1):6-9. 被引量:59
  • 2Russell C. Hardie,Kenneth J. Barnard,John G. Bognar,Edward E. Armstrong and E. A. Watson.High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system[J].Opt. Eng.1998:37(1),247-260.
  • 3Timothy R. Tuinstra and Russell C. Hardie.High-resolution image reconstruction from digital video by exploitation of nonglobal motion[J]. Opt. Eng. 1999:38(5),806-814.
  • 4K. R. Castleman.Digital image processing[M].USA Prentice Hall,1996.
  • 5S. P. Kim and Su Wenyu.Recursive high resolution reconstruction of blurred multiframe images[J]. IEEE Transactions on Image Processing,1993,2(4):534-539.
  • 6Michael Elad and Arie Feuer.Restoration of a Single Superresolution Image from Several Blurred,Noisy,and Undersampled Measured Images[J]. IEEE Transactions on Image Processing,1997,6(12): 1646-1658.

二级参考文献15

  • 1[15]Elad M, Feuer A. Restoration of a Single Superresolution Image from Se veral Blurred, Noisy and Undersampled Measured Images[J]. IEEE Trans. IP , 1997, 6(12): 1646-1658.
  • 2[1]Harris J L. Diffraction and Resolving Power[J]. J.O.S. A., 1964, 54(7): 931-936.
  • 3[2]Goodman J W. Introduction to Fourier Optics[M]. McGraw-Hill, New Yor k, 1968.
  • 4[3]Brown H A. Effect of Truncation on Image Enhancement by Prolate Spheroid al Function[J]. J.O.S.A., 1969, 59: 228-229.
  • 5[4]Jain A K. Fundamentals of Digital Image Processing[M]. Prentice-Hall , Englewood Cliffs, HJ, 1989.
  • 6[5]Wadaka S, Sato T. Superresolution in Incoherent Imaging System[J]. J.O.S.A., 1975, 65(3): 354-355.
  • 7[6]Andrews H C, Hunt B R. Digital Image Restoration[M]. Prentice-Hall, Englewood Cliffs, NJ, 1977.
  • 8[7]Hunt B R. Super-Resolution of Images: Algorithms, Principles, Performan ce[J]. International Journal of Imaging Systems and Technology, 1995, 6: 297-304.
  • 9[8]Rusforth C K. In Image Reconstruction, Theory and Application[M]. Ac ademic Press, New York, 1987.
  • 10[9]Richardson W H. Bayesian-Based Iterative Method of Image Restoration [J]. J.O.S.A., 1972, 62: 55-60.

共引文献58

同被引文献55

引证文献9

二级引证文献25

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部