Optics and Precision Engineering, Volume. 19, Issue 6, 1391(2011)

Improved algorithm for SIFT feature extraction and matching

ZENG Luan1,2、*, WANG Yuan-qin1,2, and TAN Jiu-bin1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(12)

    [1] [1] SHEN R J,LI X J.Automatic selenograph production- new direction of the lunar remote sensor data processing[J]. Journal of the Academy of Equipment Command& Technology,2010,21(1):1-5. (in Chinese)

    [3] [3] GAO CH,ZHANG X,WANG Y L,et al.. Automatic stitching approach of aerial image sequence based on SIFT features[J]. Computer Applications, 2007,21(11):2789-2792. (in Chinese)

    [4] [4] LI X M, ZHENG L, HU ZH Y. SIFT Based automatic registration of remotely-sensed imagery[J].Journal of Remote Sensing, 2006,10(6):885-892.(in Chinese)

    [5] [5] LIU H M, WANG H, DUAN H F. A bidirectional matching SIFT algorithm[J]. Ordnance Industry Automation, 2009,28(6):89-91. (in Chinese)

    [6] [6] QIAN S, ZHU J Y. Improved SIFT-based bidirectional image matching algorithm[J]. Mechanical Science and Technology for Aerospace Engineering, 2007,26(9):1179-1182. (in Chinese)

    [9] [9] FISHCHLER M, BOLLES R.Random sample consensus: a paradigm for model fitting with application to image analysis and automated cartography[J]. Communication Association Machine, 1981, 24(6):381-395.

    [10] [10] LOWE D G. Distinctive image features from scale- invariant keypoints[J].International Journal of Computer Vision,2004, 60(2):91-l10.

    [11] [11] ZHAO X Y,DU L M. An automatic and robust image mosaic algorithm[J]. Journal of Image and Graphic, 2004,9(4):417-422.(in Chinese)

    [12] [12] Download from http://www.robots.ox .ac.uk/~vgg/research/affine

    CLP Journals

    [1] 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

    [2] GENG Qing-tian, ZHAO Hao-yu, WANG Yu-ting, ZHAO Hong-wei. A vehicle logo recognition algorithm based on the improved SIFT feature[J]. Optics and Precision Engineering, 2018, 26(5): 1267

    [3] FAN Yan-guo, CHAI Jiang-long, XU Ming-ming, WANG Bin, HOU Qiu-shi. Improved fast Image registration algorithm based on ORB and RANSAC fusion[J]. Optics and Precision Engineering, 2019, 27(3): 702

    [4] ZHANG Jianwei, WU Wei, TANG Li. Multi-plane Projection Technology for Multi-camera Panorama System[J]. Opto-Electronic Engineering, 2014, 41(4): 54

    [5] DING Guo-shen, QIAO Yan-li, YI Wei-ning, DU Li-li, FANG Wei. Improved SIFT feature extraction and matching technology based on hyperspectral image[J]. Optics and Precision Engineering, 2020, 28(4): 954

    [6] LI Yu-feng, LI Guang-ze, GU Shao-hu, LONG Ke-hui. Image mosaic algorithm based on area blocking and SIFT[J]. Optics and Precision Engineering, 2016, 24(5): 1197

    [7] FENG Bo, CHEN Feng-dong, ZHANG Jian-long, SUN He-yi, PENG Zhi-tao, LIU Guo-dong. Online inspection of final optics based on image mosaic for ICF system[J]. Optics and Precision Engineering, 2014, 22(3): 555

    [8] ZHAO Yan, CHEN Yue, WANG Shi-gang. Corrected fast SIFT image stitching method by combining projection error[J]. Optics and Precision Engineering, 2017, 25(6): 1645

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

    [10] DING Guo-shen, QIAO Yan-li, YI Wei-ning, DU Li-li, FANG Wei. Improved SIFT feature extraction and matching technology based on hyperspectral image[J]. Optics and Precision Engineering, 2020, 28(4): 954

    Tools

    Get Citation

    Copy Citation Text

    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

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Dec. 29, 2010

    Accepted: --

    Published Online: Jul. 18, 2011

    The Author Email: ZENG Luan (zengluan@sina.com)

    DOI:10.3788/ope.20111906.1391

    Topics