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Scale-Space Theory in Computer Vision

Scale-Space Theory in Computer Vision - Paperback

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Product Details
Author:
Tony Lindeberg
Publisher:
Springer
Publication Date:
Dec 02, 2010
Number of pages:
424 pages
Binding:
Paperback or Softback
ISBN-10:
1441951393
ISBN-13:
9781441951397

Overview

The problem of scale pervades both the natural sciences and the vi- sual arts. The earliest scientific discussions concentrate on visual per- ception (much like today!) and occur in Euclid's (c. 300 B. C. ) Optics and Lucretius' (c. 100-55 B. C. ) On the Nature of the Universe. A very clear account in the spirit of modern "scale-space theory" is presented by Boscovitz (in 1758), with wide ranging applications to mathemat- ics, physics and geography. Early applications occur in the cartographic problem of "generalization", the central idea being that a map in order to be useful has to be a "generalized" (coarse grained) representation of the actual terrain (Miller and Voskuil 1964). Broadening the scope asks for progressive summarizing. Very much the same problem occurs in the (realistic) artistic rendering of scenes. Artistic generalization has been analyzed in surprising detail by John Ruskin (in his Modern Painters), who even describes some of the more intricate generic "scale-spacesin- gularities" in detail: Where the ancients considered only the merging of blobs under blurring, Ruskin discusses the case where a blob splits off another one when the resolution is decreased, a case that has given rise to confusion even in the modern literature.


  • | Author: Tony Lindeberg
  • | Publisher: Springer
  • | Publication Date: Dec 02, 2010
  • | Number of Pages: 424 pages
  • | Binding: Paperback or Softback
  • | ISBN-10: 1441951393
  • | ISBN-13: 9781441951397

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