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Spatial logic algorithms using basic morphological analogic CNN operations
Author(s) -
Zarándy Á.,
Werblin F.,
Roska T.,
Chua L. O.
Publication year - 1996
Publication title -
international journal of circuit theory and applications
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.364
H-Index - 52
eISSN - 1097-007X
pISSN - 0098-9886
DOI - 10.1002/(sici)1097-007x(199605/06)24:3<283::aid-cta917>3.0.co;2-v
Subject(s) - computer science , artificial intelligence , translation (biology) , invariant (physics) , object (grammar) , algorithm , pattern recognition (psychology) , mathematics , biochemistry , chemistry , messenger rna , mathematical physics , gene
The CNN implementation of basic scale‐, rotation‐ and translation‐invariant morphological functions and novel types of analogic CNN algorithms using spatial logic are introduced for object recognition (detection) purposes. The power of the technique is illustrated on bank‐note recognition tasks.