Skip to main content

Small Oscillation Coverings and the Excision Method

  • Chapter
Variational Methods in Image Segmentation

Abstract

In this chapter, we develop the main general tool used for proving regularity properties of the minimizers of the Mumford-Shah functional. It will be called Excision Method and consists in showing that, whenever the set K is too “ragged” inside some disk D, and whenever u is smooth enough around each piece of K, then the excision operation, consisting of removing from the edge set K the points contained in D, decreases the value of the functional E(K).

This kind of information will have a straightforward use: since the functional E(K) cannot decrease when the edge set K is a minimum, we shall conclude that K is not too “ragged”, whatever the disk D is, and regularity properties for K will follow. Let us now see roughly which kind of raggedness condition we shall consider. We shall assume that the edge set can be covered by a family of sets Di on whose boundary, ∂Di, the function u = u k does not oscillate much. Such coverings will be called small oscillation coverings. We shall prove that when one can cover the edge set K with a small oscillation covering made of sets Di whose size is small enough with respect to the diameter of D, then the excision operation works successfully and decreases the Mumford-Shah energy.

Several applications of this general excision principle will be done in the next two chapters. The “concrete properties” of the minimizers which will be proved therein will in fact be straightforward applications of the excision method.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 1995 Birkhäuser Boston

About this chapter

Cite this chapter

Morel, J.M., Solimini, S. (1995). Small Oscillation Coverings and the Excision Method. In: Variational Methods in Image Segmentation. Progress in Nonlinear Differential Equations and Their Applications, vol 14. Birkhäuser Boston. https://doi.org/10.1007/978-1-4684-0567-5_14

Download citation

  • DOI: https://doi.org/10.1007/978-1-4684-0567-5_14

  • Publisher Name: Birkhäuser Boston

  • Print ISBN: 978-1-4684-0569-9

  • Online ISBN: 978-1-4684-0567-5

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics