A Phase Locking Theory for Matching Common Parts of Two Images by Dynamic Link Architecture

• Aonishi Toru

  Faculty of Engineering Science, Osaka University

• Kurata Koji

  Faculty of Engineering Science, Osaka University

Bibliographic Information

Other Title

• ダイナミックリンクによる画像の部分どうしのマッチング

Abstract

Pattern recognition invariant against deformation or translation can be performed with dynamic link architecture, which has been proposed by von der Malsburg. Dynamic link is applied to many engineering examples efficiently, but has not been analyzed mathematically. We propose a mathematically tractable model of dynamic link architecture. Our model matches common parts between a template image and a data image. To analyze model mathematically, we derive the phase dynamics from the model equation. We also carry out a computer simulation to verify the mathematical theory.

Journal

• The Brain & Neural Networks

  The Brain & Neural Networks 3 (3), 90-97, 1996

  Japanese Neural Network Society

Details

• CRID: 1390282679444180352
• NII Article ID: 10008841177
• NII Book ID: AA11658570
• DOI: 10.3902/jnns.3.90
• ISSN: 18830455
• ISSN: 1340766X
• Data Source:
  • JaLC
  • Crossref
  • CiNii Articles
• Abstract License Flag: Disallowed