On steerability of Gabor-type filters for feature detection

被引：16

作者：

Kalliomaki, Ilkka ^{[1
]}

Lampinen, Jouko ^{[1
]}

机构：

[1] Aalto Univ, Lab Computat Engn, FIN-02015 Helsinki, Finland

来源：

PATTERN RECOGNITION LETTERS | 2007年 / 28卷 / 08期

关键词：

feature detection; Gabor filters; steerable filters;

D O I：

10.1016/j.patrec.2006.12.011

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We discuss the use of Gabor filters in pattern recognition. We derive optimal steering functions for non-spherical Gabor, DC-free Gabor and angular Gaussian filters and evaluate the accuracy of the approximative orientation steering numerically. Gabor-type filters can be steerable, but the error performance depends heavily on the parameters. (c) 2007 Elsevier B.V. All rights reserved.

引用

页码：904 / 911

页数：8

共 50 条

[21] Analysis of Multiwindow Gabor-Type Schemes by Frame Methods
Department of Electrical Engineering, Technion - Israel Inst. of Technol., Haifa 32000, Israel
Appl Comput Harmonic Anal, 2 (188-221):
[22] Gabor-type matrix algebra and fast computations of dual and tight Gabor wavelets
Qiu, SG
OPTICAL ENGINEERING, 1997, 36 (01) : 276 - 282
[23] Analysis of multiwindow Gabor-type schemes by frame methods
Zibulski, M
Zeevi, YY
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 1997, 4 (02) : 188 - 221
[24] Design and error analysis of Gabor-type diffractive lens
Ma, Gu
Zheng, Penglei
Xu, Feng
Ma, Suodong
AOPC 2021: MICRO-OPTICS AND MOEMS, 2021, 12066
[25] Gabor-type image filtering with cellular neural networks
Shi, BE
ISCAS 96: 1996 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS - CIRCUITS AND SYSTEMS CONNECTING THE WORLD, VOL 3, 1996, : 558 - 561
[26] Gabor-type filtering in space and time with cellular neural networks
Shi, BE
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 1998, 45 (02) : 121 - 132
[27] Combining image sensing and Gabor-type filtering in analog VLSI
Shi, BE
CNNA 98 - 1998 FIFTH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS - PROCEEDINGS, 1998, : 237 - 242
[28] Efficient design of computer algorithm for improving the GABOR-type holography
Eldeib, H
Yabe, T
Yoshino, T
SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 3148 - 3153
[29] Gabor-type filtering in space and time with cellular neural networks
Shi, Bertram E.
IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, 1998, 45 (02): : 121 - 132
[30] ATOMIC CHARACTERIZATIONS OF MODULATION SPACES THROUGH GABOR-TYPE REPRESENTATIONS
FEICHTINGER, HG
ROCKY MOUNTAIN JOURNAL OF MATHEMATICS, 1989, 19 (01) : 113 - 125

← 1 2 3 4 5 →