A GABOR FILTER-BASED FEATURE POINTS MATCHING APPROACH

被引：0

作者：

Niu Li-Pi ^{[1
]}

Shi Dong-Xin ^{[1
]}

Yang Ying-Yun ^{[1
]}

Zhang Wen-Hui ^{[1
]}

机构：

[1] Commun Univ China, Elect Informat Engn Sch, Beijing 100024, Peoples R China

来源：

PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING (ICACTE 2009), VOLS 1 AND 2 | 2009年

关键词：

Gabor filter; image registration; feature point;

D O I：

暂无

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

In this paper we propose a Gabor filter-based feature points matching approach. Gabor filters of different orientation are adopted to perform multi-orientational filtering on feature points that are to be matched, and vector elements of N-dimensional normed linear space are constructed by sub-image standard deviation of N-dimensional orientations. The similarity between feature points is described by 'distance' of two feature point vectors, thus it achieves matching between homogeneous feature points. The experiment results show the method is not sensitive to noise added in image and can be adapted to match images with great different gray scale levels. Moreover, the method has no special requirements on feature points.

引用

页码：1021 / 1028

页数：8

共 50 条

[31] Effective Threshold Estimation for Filter-based Feature Selection
Pramokchon, Past
Piamsa-nga, Punpiti
2016 20TH INTERNATIONAL COMPUTER SCIENCE AND ENGINEERING CONFERENCE (ICSEC), 2016,
[32] ENHANCED GABOR FILTER BASED FACIAL FEATURE DETECTOR
Lefkovits, Szidonia
Lefkovits, Laszlo
PROCEEDINGS OF THE EUROPEAN INTEGRATION: BETWEEN TRADITION AND MODERNITY, VOL 5, 2013, 5 : 1204 - 1214
[33] Implementation of extended Kalman filter-based simultaneous localization and mapping: a point feature approach
Manigandan Nagarajan Santhanakrishnan
John Bosco Balaguru Rayappan
Ramkumar Kannan
Sādhanā, 2017, 42 : 1495 - 1504
[34] A Gaussian Filter-Based Feature Learning Approach Using Genetic Programming to Image Classification
Bi, Ying
Xue, Bing
Zhang, Mengjie
AI 2018: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, 11320 : 251 - 257
[35] Filter-based feature selection for rail defect detection
C. Mandriota
M. Nitti
N. Ancona
E. Stella
A. Distante
Machine Vision and Applications, 2004, 15 : 179 - 185
[36] Privacy-aware Filter-based Feature Selection
Jafer, Yasser
Matwin, Stan
Sokolova, Marina
2014 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2014,
[37] Filter-based feature selection for rail defect detection
Mandriota, C
Nitti, M
Ancona, N
Stella, E
Distante, A
MACHINE VISION AND APPLICATIONS, 2004, 15 (04) : 179 - 185
[38] Gabor filter-based automated strain computation from tagged MR images
Manglik, T
Cernicanu, A
Pai, V
Kim, D
Chen, T
Dugal, P
Batchu, B
Axel, L
MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2004, PT 2, PROCEEDINGS, 2004, 3217 : 1064 - 1066
[39] Categorization of pork quality using Gabor filter-based hyperspectral imaging technology
Liu, L.
Ngadi, M. O.
Prasher, S. O.
Gariepy, C.
JOURNAL OF FOOD ENGINEERING, 2010, 99 (03) : 284 - 293
[40] A New Gabor Filter-Based Method for Automatic Recognition of Hatched Residential Areas
Wu, Jianhua
Wei, Pengjie
Yuan, Xiaofang
Shu, Zhigang
Chiang, Yao-Yi
Fu, Zhongliang
Deng, Min
IEEE ACCESS, 2019, 7 : 40649 - 40662

← 1 2 3 4 5 →