Rapid supersampling of multiframe sequences by use of blind deconvolution

Opt Lett. 2004 Sep 1;29(17):1986-8. doi: 10.1364/ol.29.001986.

Abstract

Under certain conditions, multiframe image sequences can be processed to produce images that achieve greater resolution through image registration and increased sampling. This technique, known as supersampling, takes advantage of the spatiotemporal data available in an undersampled imaging sequence. In this effort the image registration is replaced by application of a fast blind-deconvolution technique to remove the motion blur in the upsampled average of the image sequence. This method produces a supersampled image with significantly decreased computational requirements compared with common methods. The method and simulated test results are presented.

Publication types

  • Comparative Study
  • Evaluation Study
  • Validation Study

MeSH terms

  • Algorithms*
  • Image Enhancement / methods*
  • Image Interpretation, Computer-Assisted / methods*
  • Information Storage and Retrieval / methods*
  • Models, Statistical
  • Numerical Analysis, Computer-Assisted
  • Photography / methods*
  • Sample Size
  • Signal Processing, Computer-Assisted*
  • Statistics as Topic
  • Video Recording / methods*