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Carsten Peterson

Expert

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Particle tracking by deformable templates

Författare

  • Alan L. Yuille
  • Ko Honda
  • Carsten Peterson

Redaktör

  • Anon

Summary, in English

The authors describe an approach to particle tracking based on deformable templates. Hough transforms are used to give initial conditions for the templates which then converge using a deterministic annealing algorithm. This template approach is closely related to the elastic net algorithm. The authors demonstrate successful results on both simulated and real data. The authors also show how the Hough transform can be derived from the deformable template algorithm as a special case in the low temperature (or gradient descent limit).

Avdelning/ar

  • Computational Biology and Biological Physics

Publiceringsår

1991-12-01

Språk

Engelska

Sidor

7-12

Publikation/Tidskrift/Serie

Proceedings. IJCNN-91-Seattle : International Joint Conference on Neural Networks

Dokumenttyp

Konferensbidrag

Förlag

IEEE - Institute of Electrical and Electronics Engineers Inc.

Ämne

  • Bioinformatics (Computational Biology)

Conference name

International Joint Conference on Neural Networks - IJCNN-91-Seattle

Conference date

1991-07-08 - 1991-07-12

Conference place

Seattle, WA, USA

Aktiv

Published

ISBN/ISSN/Övrigt

  • ISBN: 0780301641