Optimization of Image Matching Algorithm with Scale Invariant Features Transform

被引：0
|
作者：
Guo, Li [1 ]
Yao, Yuqin [1 ]
机构：
[1] Chengdu Univ Informat Technol, Chengdu 610225, Peoples R China
来源：
PROCEEDINGS OF THE 2016 5TH INTERNATIONAL CONFERENCE ON ADVANCED MATERIALS AND COMPUTER SCIENCE | 2016年 / 80卷
关键词：
Image matching; DOG pyramid; SIFT feature matching algorithm; Scale space;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Image exists in many key points, these points to the change of brightness the phenomenon such as scale; scale has the characteristics of stable constant. SIFT feature matching algorithm is based on the key points to complete the image matching. It has the very strong matching ability, as the image illumination change between, rotation, displacement, affine transformation and perspective transformation, and so on and so forth, can still complete accurate image matching.
引用
收藏
页码：136 / 140
页数：5
相关论文
共 50 条
  • [41] Deformation invariant image matching based on dissimilarity of spatial features
    Kahaki, S. M. M.
    Nordin, Md Jan
    Ashtari, Amir H.
    Zahra, Sophia J.
    NEUROCOMPUTING, 2016, 175 : 1009 - 1018
  • [42] Image transformation of local features for rotation invariant pattern matching
    Kurogi, S
    Nishida, T
    Yamamoto, K
    8TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING, VOLS 1-3, PROCEEDING, 2001, : 693 - 698
  • [43] Robust Image Hashing Using Radon Transform and Invariant Features
    Liu, Yuling
    Xin, Guojiang
    Xiao, Yong
    RADIOENGINEERING, 2016, 25 (03) : 556 - 564
  • [44] A smart computing algorithm for finger vein matching with affine invariant features using fuzzy image retrieval
    JosephP, Rose Bindu
    Ezhilmaran, Devarasan
    6TH INTERNATIONAL CONFERENCE ON SMART COMPUTING AND COMMUNICATIONS, 2018, 125 : 172 - 178
  • [45] Shape Matching Based on Multi-Scale Invariant Features
    Zhang Kun
    Ma Xiao
    Li Xinguo
    IEEE ACCESS, 2019, 7 : 115637 - 115649
  • [46] Fast Scene Matching Method Based on Scale Invariant Feature Transform
    Niu Yanxiong
    Chen Mengqi
    Zhang He
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2019, 41 (03) : 626 - 631
  • [47] Fast Scene Matching Method Based on Scale Invariant Feature Transform
    Niu Y.
    Chen M.
    Zhang H.
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2019, 41 (03): : 626 - 631
  • [48] A face recognition algorithm based on invariant features of trace transform
    Zhang, Liang
    Dong, Jiwen
    Wang, Lei
    Journal of Computational Information Systems, 2014, 10 (03): : 911 - 920
  • [49] An Anti-scale Image Matching Algorithm
    Yu, Guang
    Zhou, Mai-Yu
    Cheng, Hong
    Han, Yu
    INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND MECHANICAL AUTOMATION (ICEEMA 2015), 2015, : 497 - 500
  • [50] Fully Affine Invariant Matching Algorithm Based on Nonlinear Scale Space For Side Scan Sonar Image
    Ye, Xiufen
    Li, Peng
    Zhang, Jianguo
    2015 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, 2015, : 2387 - 2391
12345