Rotation- and scale-invariant feature extraction by a diffractive optical inner-product transform

被引:3
|
作者
Roux, FS
机构
[1] Department of Electrical and Electronic Engineering, Potchefstroom University for Christian Higher Education, Potchefstroom, 2520
来源
APPLIED OPTICS | 1996年 / 35卷 / 11期
关键词
rotation and scale invariance; diffractive optics; pattern recognition; inner-product;
D O I
10.1364/AO.35.001894
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A diffractive optical element that is capable of extracting rotation- and scale-invariant features from input images is presented. The diffractive optical element performs an inner product between the input image and a set of basis functions. This set of basis functions is derived from that used in the Fourier-Mellin transform. Simulated results from scaled and rotated versions of two input images are presented. (C) 1996 Optical Society of America
引用
收藏
页码:1894 / 1899
页数:6
相关论文
共 50 条
  • [41] Adaptive optics retinal image registration from scale-invariant feature transform
    Li, Hao
    Yang, Hansheng
    Shi, Guohua
    Zhang, Yudong
    OPTIK, 2011, 122 (09): : 839 - 841
  • [42] Multispectral image registration based on an improved scale-invariant feature transform algorithm
    Zhang, Yi
    Wang, Tao
    JOURNAL OF APPLIED REMOTE SENSING, 2022, 16 (02)
  • [43] Ground Penetrating Radar Hyperbola Detection Using Scale-Invariant Feature Transform
    Harkat, Houda
    Elfakir, Youssef
    Bennani, Saad Dosse
    Khaissidi, Ghizlane
    Mrabti, Mostafa
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES (ICEIT), 2016, : 392 - 397
  • [44] Scale-Invariant Feature Transform-Based Heterogeneous Image Registration Method
    Liu Pengnan
    Xu Dongdong
    Bai Chunmeng
    LASER & OPTOELECTRONICS PROGRESS, 2021, 58 (24)
  • [45] An Optimized Scale-Invariant Feature Transform Using Chamfer Distance in Image Matching
    Al-Shurbaji, Tamara A.
    AlKaabneh, Khalid A.
    Alhadid, Issam
    Masadeh, Raed
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 31 (02): : 971 - 985
  • [46] Polar Scale-Invariant Feature Transform for Synthetic Aperture Radar Image Registration
    Zeng, Lina
    Zhou, Deyun
    Liang, Junli
    Zhang, Kun
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 14 (07) : 1101 - 1105
  • [47] A Zero-Watermarking Algorithm Based on Scale-Invariant Feature Reconstruction Transform
    Li, Fan
    Wang, Zhong-Xun
    APPLIED SCIENCES-BASEL, 2024, 14 (11):
  • [48] Lung Feature Tracking in 4DMRI Using a Scale-Invariant Feature Transform Method
    Colvill, E.
    Gaberdiel, E.
    Lomax, A.
    Bieri, O.
    Celicanin, Z.
    Weber, D.
    Fattori, G.
    MEDICAL PHYSICS, 2019, 46 (06) : E169 - E169
  • [49] Calligraphy Imitation System based on Virtual Brush and Scale-invariant Feature Transform
    Li, Zhu
    Jun, Li
    Tao, Hu
    Jun, Xiang
    CIT/IUCC/DASC/PICOM 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY - UBIQUITOUS COMPUTING AND COMMUNICATIONS - DEPENDABLE, AUTONOMIC AND SECURE COMPUTING - PERVASIVE INTELLIGENCE AND COMPUTING, 2015, : 1937 - 1942
  • [50] Self-calibration with two views using the scale-invariant feature transform
    Yun, Jae-Ho
    Park, Rae-Hong
    ADVANCES IN VISUAL COMPUTING, PT 1, 2006, 4291 : 589 - +