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Optics and Precision Engineering, Volume. 17, Issue 2, 439(2009)

SIFT feature matching algorithm with global information

JI Hua1...2,*, WU Yuan-hao1, SUN Hong-hai1 and WANG Yan-jie1 |Show fewer author(s)
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    [1] [1] DING X M,WANG W Y,HUANG X D. New method for detecting and tracking of moving target based on difference and invariant[J]. Opt. Precision Eng., 2007,15(4):570-576.(in Chinese)

    [2] [2] LOWE D G. Distinctive image features from scale-invariant keypoints[J]. International Journal of Computer Vision,2004,60(2):91-110.

    [3] [3] KOENDERINK J.The structure of images[J].Biological Cybernetics,1984,50:363-396.

    [4] [4] LINDEBERG T. Sscale-space for discrete signals[J]. IEEE Transactions PAMI, 1980, 207: 187-217.

    [5] [5] ZHAO H. SIFT features matching technology[J]. Journal of Yancheng Institute of Technology(Natural Science Edition),2007,20(2):1-5.(in Chinese)

    [6] [6] ERIC N M, HONGLI D, LINDA S. A SIFT descriptor with global context[J].Computer Vision and Pattern Recognition,2005(1):20-25.

    [7] [7] ZHOU Y J. Data Structures[M]. Changchun:Jilin Science and Technology Publishing House,2003.(in Chinese)

    [8] [8] QI SH G. The research of features extraction registration and application[D].Changchun:Jilin University Master Degree Thesis,2006.(in Chinese)

    CLP Journals

    [1] WANG Rui, ZHU Zheng-dan. SIFT matching with color invariant characteristics and global context[J]. Optics and Precision Engineering, 2015, 23(1): 295

    [2] GENG Ze-xun, XU Zhi-jun, LU Lan-xin, SHEN Chen, ZENG De-jia. Improved KAZE feature matching algorithm with viewpoint change robustness[J]. Optics and Precision Engineering, 2016, 24(3): 616

    [3] CHEN Min, SHAO Zhen-feng. Parameter adaptive illumination robust feature extraction transform[J]. Optics and Precision Engineering, 2011, 19(8): 1921

    [4] ZENG Luan, ZHAI You, TAN Jiu-bin. Automatic Matching Strategy Based on SIFT[J]. Opto-Electronic Engineering, 2011, 38(2): 65

    [5] LIU Xiang-zeng, TIAN Zheng, SHI Zhen-guang, CHEN Zhan-shou. SAR image multi-scale registration based on FKICA-SIFT features[J]. Optics and Precision Engineering, 2011, 19(9): 2186

    [6] HAN Bing, WANG Yong-ming, SUN Ji-yin. Accelerated Fast Hessian multi-scale blob feature detection[J]. Optics and Precision Engineering, 2011, 19(7): 1686

    [7] ZHANG Kun, XU Ting-fa, WANG Ping, FENG Liang. Real-time full-frame digital image stabilization system by SURF[J]. Optics and Precision Engineering, 2011, 19(8): 1964

    [8] He Jianwei, Yang Jianfeng, Xue Bin, Chen Xiao, Yan Peipei. Reserch on the Automatic Stitching of Panorama Camera Image Based on System Similarity Matching Principle[J]. Acta Optica Sinica, 2010, 30(4): 989

    [9] ZENG Zhao-yang, ZHAO Ji-guang. Measuring system of flaw depth of gun barrel[J]. Optics and Precision Engineering, 2010, 18(10): 2221

    [10] LIU Zhi-wen, LIU Ding-sheng, LIU Peng. SIFT feature matching algorithm of multi-source remote image[J]. Optics and Precision Engineering, 2013, 21(8): 2146

    [11] MA Ze-long, GAO Hui-bin, YU Yi, CAI Li-hua. Auto exposure control for high frame rate camera using image histogram feature function[J]. Optics and Precision Engineering, 2017, 25(4): 1026

    [12] NIE Hai-tao, LONG Ke-hui, MA Jun, LIU Jin-guo. Fast object recognition under multiple varying background using improved SIFT method[J]. Optics and Precision Engineering, 2015, 23(8): 2349

    [13] WANG Lei, GAO Xin, CUI Xue-li, LIANG Zhi-yuan. 2D/3D rigid registration by integrating intensity distance[J]. Optics and Precision Engineering, 2014, 22(10): 2815

    [14] ZENG Luan, WANG Yuan-qin, TAN Jiu-bin. Improved algorithm for SIFT feature extraction and matching[J]. Optics and Precision Engineering, 2011, 19(6): 1391

    [15] GONG Wei-guo, Zhang Xuan, LI Zheng-hao. Image registration based on extended LSH[J]. Optics and Precision Engineering, 2011, 19(6): 1375

    [16] SHAO Zhen-feng, CHEN Min. Line-based matching for high-resolution images with robustness for scale, rotation and illumination[J]. Optics and Precision Engineering, 2013, 21(3): 790

    [17] WANG Mei, TU Da-wei, ZHOU Xu-Chao. Moving object detection by combining SIFT and differential multiplication[J]. Optics and Precision Engineering, 2011, 19(4): 892

    [18] HE Bai-gen, ZHU Ming. Improved fully affine invariant SIFT-based image matching algorithm[J]. Optics and Precision Engineering, 2011, 19(10): 2472

    [19] ZHOU Zhi-yong, XUE Wei-qin, ZHENG Jian, KUAI Duo-jie, ZHANG Tao, HU Su. Point set non-rigid registration using t-distribution mixture model[J]. Optics and Precision Engineering, 2013, 21(9): 2405

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    JI Hua, WU Yuan-hao, SUN Hong-hai, WANG Yan-jie. SIFT feature matching algorithm with global information[J]. Optics and Precision Engineering, 2009, 17(2): 439

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    Paper Information

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    Received: Jun. 11, 2008

    Accepted: --

    Published Online: Oct. 9, 2009

    The Author Email: Hua JI (jhua12@163.com)

    DOI:

    CSTR:32186.14.

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology