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Affine Moment Invariants Generated by Graph Method

SYSNO ASEP	0359752
Document Type	J - Journal Article
R&D Document Type	Journal Article
Subsidiary J	Článek ve WOS
Title	Affine Moment Invariants Generated by Graph Method
Author(s)	Suk, Tomáš (UTIA-B)_{RID, ORCID} Flusser, Jan (UTIA-B)_{RID, ORCID}
Source Title	Pattern Recognition. - : Elsevier - ISSN 0031-3203 Roč. 44, č. 9 (2011), 2047 – 2056
Number of pages	10 s.
Language	eng - English
Country	NL - Netherlands
Keywords	Image moments ; Object recognition ; Affine transformation ; Affine moment invariants ; Pseudoinvariants ; Graph representation ; Irreducibility ; Independence
Subject RIV	IN - Informatics, Computer Science
R&D Projects	GA102/08/1593 GA ČR - Czech Science Foundation (CSF)
CEZ	AV0Z10750506 - UTIA-B (2005-2011)
UT WOS	000291834800020
EID SCOPUS	79957463232
DOI	10.1016/j.patcog.2010.05.015
Annotation	The paper presents a general method of an automatic deriving affine moment invariants of any weights and orders. The method is based on representation of the invariants by graphs. We propose an algorithm for eliminating reducible and dependent invariants. This method represents a systematic approach to the generation of all relevant moment features for recognition of affinely distorted objects. We also show the difference between pseudoinvariants and true invariants.
Workplace	Institute of Information Theory and Automation
Contact	Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201.
Year of Publishing	2012

Number of the records: 1