Image Matching Algorithm on Wavelet-Edge-SIFT

被引：0
|
作者：
Sun Xun [1 ]
Liu Shun-hua [1 ]
Luo Zhi-rong [2 ]
Li Wei [3 ]
机构：
[1] Inst NBC Def, Grad Management Dept, Beijing 102205, Peoples R China
[2] Inst NBC Def, Dept 4, Beijing 102205, Peoples R China
[3] Inst NBC Def, Training Dept, Beijing 102205, Peoples R China
来源：
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS RESEARCH AND MECHATRONICS ENGINEERING | 2015年 / 121卷
关键词：
wavelet transform; edge detection; SIFT; WES; Image matching;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Aiming at excessive feature points to be extracted in the SIFT algorithm widely applied in image matching, the paper proposes the following solution strategy: obtaining image edge by wavelet transform, subsequently, applying SIFT algorithm for image matching on the basis of the detected image edge. The result shows that the image edge detection matching WES(Wavelet-Edge-SIFT) algorithm by wavelet transform greatly reduces the calculation amount, it may reduce mismatch, increase matching speed and greatly improve the real-time of algorithm.
引用
收藏
页码：435 / 440
页数：6
相关论文
共 50 条
  • [1] Medical Image Feature Matching Based on Wavelet Transform and SIFT Algorithm
    Wang, Yanwei
    Yu, Huili
    MECHATRONIC SYSTEMS AND AUTOMATION SYSTEMS, 2011, 65 : 497 - 502
  • [2] An Improved SIFT Algorithm for Image Matching
    Zhang Hui
    Ren Dan
    Zhang Fengzhong
    Wang Li
    Wang Xin
    Kan Hongliang
    Lu JiuYi
    Wang Bin
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, COMPUTER AND SOCIETY, 2016, 37 : 1103 - 1106
  • [3] Optimized SIFT Image Matching Algorithm
    Wang, Xiaohua
    Fu, Weiping
    Wang, Xiaohua
    2008 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2008, : 843 - 847
  • [4] Research on the SIFT Algorithm in Image Matching
    Cong, Yuan
    Chen, Xiaorong
    Li, Yiting
    FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE II, PTS 1-6, 2012, 121-126 : 4656 - +
  • [5] Robust Image Matching Based on Wavelet Transform and SIFT
    Dou, Jian-fang
    Li, Jian-xun
    THIRD INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2011), 2011, 8009
  • [6] A reliable algorithm for image matching based on SIFT
    霍炬
    杨宁
    曹茂永
    杨明
    Journal of Harbin Institute of Technology(New series), 2012, (04) : 90 - 95
  • [7] A reliable algorithm for image matching based on SIFT
    霍炬
    杨宁
    曹茂永
    杨明
    Journal of Harbin Institute of Technology, 2012, 19 (04) : 90 - 95
  • [8] Hierarchical Image Matching Algorithm Based On SIFT
    Dou, Jianfang
    Qin, Qin
    Tu, Zimei
    PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 5819 - 5822
  • [9] An improved image matching algorithm based on SIFT
    Bai, Ting-Zhu
    Hou, Xi-Bao
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2013, 33 (06): : 622 - 627
  • [10] An improved SIFT algorithm for image stereo matching
    Li, Dan
    Sun, Haitao
    Wang, Haili
    Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University, 2015, 50 (03): : 490 - 496
12345