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A computational algorithm for unified focus and defocus analysis for 3D scene recovery

Research output: Contribution to journalConference articlepeer-review

Abstract

A general computational algorithm for Unified Focus and Defocus Analysis (UFDA) is presented. As such, a reasonably complete theoretical and implementation framework for application of UFDA in practical machine vision is given. The algorithm presented deals with variable number of input images in an optimal fashion to improve accuracy and computational efficiency. Experimental results show that estimating focused images from a small number of defocused images is difficult.

Original languageEnglish
Pages (from-to)146-156
Number of pages11
JournalProceedings of SPIE - The International Society for Optical Engineering
Volume3457
DOIs
StatePublished - 1998
EventMathematical Modeling and Estimation Techniques in Computer Vision - San Diego, CA, United States
Duration: Jul 22 1998Jul 23 1998

Keywords

  • Image defocus analysis
  • Image focus analysis
  • Optimization
  • Three-dimensional scene recovery

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