A SIFT-Based Image Fusion Method

被引：0
|
作者：
Lu, Danxia [1 ]
Shi, Hongjian [1 ]
机构：
[1] Southern Univ Sci & Technol, Dept Elect & Elect Engn, Shenzhen, Peoples R China
来源：
PROCEEDINGS OF 2018 14TH IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) | 2018年
关键词：
component; formatting; style; styling; insert;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Aimed at the wrong matching appearance when applying Scale Invariant Feature Transform (SIFT) to image fusion. In this paper, we propose to use the SIFT to find the featured points and matched featured points primarily for image fusion. The double Otsu method and average distance threshold segmentation method are used to remove mismatching points and realize an accurate image registration. Finally, we apply the weight average fusion method to blend source images to obtain the final fused image. The results show that the proposed method can automatically realize high precision in fused images and achieve natural image fusion.
引用
收藏
页码：375 / 378
页数：4
相关论文
共 50 条
  • [21] Enhancing SIFT-based image registration performance by building and selecting highly discriminating descriptors
    Lv, Guohua
    Teng, Shyh Wei
    Lu, Guojun
    PATTERN RECOGNITION LETTERS, 2016, 84 : 156 - 162
  • [22] SIFT-BASED MEASUREMENTS FOR VEHICLE MODEL RECOGNITION
    Psyllos, A.
    Anagnostopoulos, C. N.
    Kayafas, E.
    XIX IMEKO WORLD CONGRESS: FUNDAMENTAL AND APPLIED METROLOGY, PROCEEDINGS, 2009, : 2103 - 2108
  • [23] Implementation and Applications of Rapid, SIFT-Based Clue MR Image Binning and Region Tracking
    Mazur, T.
    Wang, Y.
    Fischer-Valuck, B.
    Acharya, S.
    Kashani, R.
    Li, H.
    Yang, D.
    Zoberi, I.
    Thomas, M.
    Mutic, S.
    Li, H.
    MEDICAL PHYSICS, 2015, 42 (06) : 3540 - 3540
  • [24] SIFT-based local spectrogram image descriptor: a novel feature for robust music identification
    Zhang, Xiu
    Zhu, Bilei
    Li, Linwei
    Li, Wei
    Li, Xiaoqiang
    Wang, Wei
    Lu, Peizhong
    Zhang, Wenqiang
    EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING, 2015,
  • [25] SIFT-based local spectrogram image descriptor: a novel feature for robust music identification
    Xiu Zhang
    Bilei Zhu
    Linwei Li
    Wei Li
    Xiaoqiang Li
    Wei Wang
    Peizhong Lu
    Wenqiang Zhang
    EURASIP Journal on Audio, Speech, and Music Processing, 2015
  • [26] SIFT-based Algorithm for Fingerprint authentication on smartphone
    Yamazaki, Masao
    Li, Dongju
    Isshiki, Tsuyoshi
    Kunieda, Hiroaki
    2015 6TH INTERNATIONAL CONFERENCE OF INFORMATION AND COMMUNICATION TECHNOLOGY FOR EMBEDDED SYSTEMS (IC-ICTES), 2015,
  • [27] A New SIFT-Based Camera Calibration Method for Hybrid Dual-Camera
    Low, Yi-Qian
    Lee, Sze-Wei
    Goi, Bok-Min
    Ng, Mow-Song
    INFORMATICS ENGINEERING AND INFORMATION SCIENCE, PT II, 2011, 252 : 96 - 103
  • [28] Ceramic Image Retrieval Method based on HSH-SIFT fusion Features
    Peng, Yongkang
    Ma, Jinjing
    Cheng, Wenfang
    Nie, Yu
    THIRTEENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2021), 2021, 11878
  • [29] Sift-based object matching and tracking of coal mine
    Li Dan
    Qian Jian-sheng
    ICWMMN 2010, PROCEEDINGS, 2010, : 327 - +
  • [30] SIFT-based Ear Recognition by Fusion of Detected Keypoints from Color Similarity Slice Regions
    Kisku, Dakshina Ranjan
    Mehrotra, Hunny
    Gupta, Phalguni
    Sing, Jamuna Kanta
    2009 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTATIONAL TOOLS FOR ENGINEERING APPLICATIONS, 2009, : 380 - +
12345