A Unified Mathematical Treatment of Regression Problems in Image Processing

  • Authors:
  • Karlheinz Spindler

  • Affiliations:
  • Fachhochschule Wiesbaden, Arbeitsgruppe Mathematik, Wiesbaden, Germany D-65197

  • Venue:
  • MDA '08 Proceedings of the 3rd international conference on Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry
  • Year:
  • 2008

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Abstract

In this paper we study some optimization problems resulting from image processing tasks in medical applications. These problems are solved using a coordinate-free approach which not only reduces the computational effort in finding the solutions and enhances conceptual clarity, but also leads to closed-form solutions.