A Method of 3-D object recognition based on digital holography

被引：2
|
作者：
Huang, Zhen [1 ]
Liu, Guodong [1 ]
Ren, Zhong [1 ]
Zeng, Lvming [1 ]
机构：
[1] Jiangxi Sci & Technol Normal Univ, Key Lab Optoelect & Commun, Nanchang, Jiangxi, Peoples R China
来源：
PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON ELECTRONIC COMMERCE AND SECURITY, VOL II | 2009年
关键词：
3-D object recognition; digital holography; joint transform correlator; wavelet transform;
D O I：
10.1109/ISECS.2009.44
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In this paper a method of three-dimensional object recognition based on digital holography is presented. Firstly, the holograms of the target and reference objects are generated with the digital holography technique. Next, the reconstructed images of the holograms are inputted into the joint transform correlator and modified by the subtraction of the zero-order diffraction from the joint power spectrum, and then the 3-D object recognition can be achieved. After applying an improved Mexican-hat wavelet to extract the edge characteristics and enhance the image of the power spectrum, sharper correlation peak can be obtained. The experimental results show that this method can improve the 3-D object recognition ability and reliability effectively.
引用
收藏
页码：96 / 99
页数：4
相关论文
共 50 条
  • [1] Photon Counting 3-D Object Recognition Using Digital Holography
    Latorre-Carmona, Pedro
    Javidi, Bahram
    Pla, Filiberto
    Tajahuerce, Enrique
    [J]. IEEE PHOTONICS JOURNAL, 2013, 5 (06):
  • [2] A marker based method for 3-D object recognition and localization
    Penev, GG
    Kuznztsov, NA
    Madani, K
    [J]. VISUAL INFORMATION PROCESSING XII, 2003, 5108 : 346 - 355
  • [3] Distortion-tolerant 3-D object recognition by using single exposure on-axis digital holography
    Kim, D
    Javidi, B
    [J]. OPTICS EXPRESS, 2004, 12 (22): : 5539 - 5548
  • [4] Digital holography and 3-D imaging
    Banerjee, Partha
    Barbastathis, George
    Kim, Myung
    Kukhtarev, Nickolai
    [J]. APPLIED OPTICS, 2011, 50 (07) : DH1 - DH2
  • [5] Distortion invariant 3D object recognition using digital holography
    Javidi, B
    Frauel, Y
    Tajahuerce, E
    Castro, MA
    [J]. WAVE OPTICS AND VLSI PHOTONIC DEVICES FOR INFORMATION PROCESSING, 2001, 4435 : 23 - 30
  • [6] A new signature-based method for efficient 3-D object recognition
    Ruiz-Correa, S
    Shapiro, LG
    Melia, M
    [J]. 2001 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2001, : 769 - 776
  • [7] CAD-BASED 3-D OBJECT RECOGNITION
    HANSEN, C
    HENDERSON, TC
    GRUPEN, R
    [J]. 1989 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-3: CONFERENCE PROCEEDINGS, 1989, : 168 - 172
  • [8] A 3-D object recognition system based on a rapid 3-D vision system
    Choi, S
    Park, H
    Kim, S
    Park, S
    Won, S
    Jecing, H
    [J]. NEW TECHNOLOGIES FOR AUTOMATION OF METALLURGICAL INDUSTRY 2003, 2004, : 269 - 274
  • [9] A Method of 3-D Object Recognition and Pose Estimation Japan
    [J]. Denki Gakkai Ronbunshi C Denshi Joho Shisutemu Bumonshi, 11 (1325):
  • [10] 3-D object recognition in bees
    Werner, Annette
    Wagner, Jochen
    [J]. PERCEPTION, 2011, 40 (01) : 117 - 117
12345