Rotation moment invariants for recognition of symmetric objects

被引：116

作者：

Flusser, Jan ^{[1
]}

Suk, Tomas ^{[1
]}

机构：

[1] Acad Sci Czech Republ, Inst Informat Theory & Automat, CR-18208 Prague 8, Czech Republic

来源：

IEEE TRANSACTIONS ON IMAGE PROCESSING | 2006年 / 15卷 / 12期

关键词：

complex moments; moment invariants; N-fold rotation symmetry; symmetric objects;

D O I：

10.1109/TIP.2006.884913

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, a new set of moment invariants with respect to rotation, translation, and scaling suitable for recognition of objects having N-fold rotation symmetry are presented. Moment invariants described earlier cannot be used for this purpose because most moments of symmetric objects vanish. The invariants proposed here are based on complex moments. Their independence and completeness are proven theoretically and their performance is demonstrated by experiments.

引用

页码：3784 / 3790

页数：7

共 33 条

[1] RECOGNITIVE ASPECTS OF MOMENT INVARIANTS [J].

ABUMOSTAFA, YS ;

PSALTIS, D .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1984, 6 (06) :698-706

[2]

[Anonymous], 1968, VORLESUNGEN INVARIAN

[3] PATTERN-RECOGNITION WITH MOMENT INVARIANTS - A COMPARATIVE-STUDY AND NEW RESULTS [J].

BELKASIM, SO ;

SHRIDHAR, M ;

AHMADI, M .

PATTERN RECOGNITION, 1991, 24 (12) :1117-1138

[4] Invariance of stereo images via the theory of complex moments [J].

Bhattacharya, D ;

Sinha, S .

PATTERN RECOGNITION, 1997, 30 (09) :1373-1386

[5] AIRCRAFT IDENTIFICATION BY MOMENT INVARIANTS [J].

DUDANI, SA ;

BREEDING, KJ ;

MCGHEE, RB .

IEEE TRANSACTIONS ON COMPUTERS, 1977, 26 (01) :39-45

[6] MACHINE RECOGNITION OF OPTICALLY CAPTURED MACHINE PRINTED ARABIC TEXT [J].

ELKHALY, F ;

SIDAHMED, MA .

PATTERN RECOGNITION, 1990, 23 (11) :1207-1214

[7] A MOMENT-BASED APPROACH TO REGISTRATION OF IMAGES WITH AFFINE GEOMETRIC DISTORTION [J].

FLUSSER, J ;

SUK, T .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1994, 32 (02) :382-387

[8] AFFINE MOMENT INVARIANTS - A NEW TOOL FOR CHARACTER-RECOGNITION [J].

FLUSSER, J ;

SUK, T .

PATTERN RECOGNITION LETTERS, 1994, 15 (04) :433-436

[9] On the independence of rotation moment invariants [J].

Flusser, J .

PATTERN RECOGNITION, 2000, 33 (09) :1405-1410

[10] PATTERN-RECOGNITION BY AFFINE MOMENT INVARIANTS [J].

FLUSSER, J ;

SUK, T .

PATTERN RECOGNITION, 1993, 26 (01) :167-174

← 1 2 3 4 →