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Stochastic Modelling and Analysis of Sub-pixel Edge Detection

In English

Författare

Summary, in English

Stochastic analysis of edge detectors can be made either by theoretical modeling of the image formation process and the edge detectors or by empirical stochastic analysis of the edge locations. In this paper we study and model the image formation process in detail. In particular the much neglected discretisation process is modelled and taken into account. This makes it possible to define and analyse sub-pixel edge detection. The theoretical results are verified through stochastic analysis of both simulated and real image data

Avdelning/ar

Publiceringsår

1996

Språk

Engelska

Sidor

86-90

Publikation/Tidskrift/Serie

International Conference on Pattern Recognition

Volym

2

Dokumenttyp

Konferensbidrag

Förlag

IEEE - Institute of Electrical and Electronics Engineers Inc.

Ämne

  • Mathematics

Nyckelord

  • computer vision
  • edge detection
  • interpolation
  • modelling
  • smoothing methods
  • statistical analysis
  • stochastic processes

Conference name

13th International Conference on Pattern Recognition, (ICPR 1996)

Conference date

1996-08-25 - 1996-08-29

Conference place

Vienna, Austria

Status

Published

ISBN/ISSN/Övrigt

  • ISBN: 0 8186 7282 X