An Image Sorting Algorithm Based on SIFT Feature Matching

被引：0
|
作者：
Ying, Zhou [1 ]
Jun, Zhang [2 ]
机构：
[1] Northwestern Polytech Univ, Sch Elect & Informat, Xian, Peoples R China
[2] Northwestern Polytech Univ, Sch Automat, Xian, Peoples R China
来源：
2015 INTERNATIONAL CONFERENCE ON COMPUTER AND COMPUTATIONAL SCIENCES (ICCCS) | 2015年
关键词：
Panoramic image mosaic; SIFT; sorting algorithm;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
The panoramic image mosaic technology means images with partial overlapping area are composited to a 360-degree circular image which describes the information of a certain scene. A hotspot of this technology is how to determine the image order accurately and fast when the number of images is large. In this paper, we present a novel image sorting algorithm based on SIFT(Scale-Invariant Features Transform). In the proposed method, matching feature is firstly characterized by calculating the number of matching points between images to find the nearest image of a certain one. After calculating the matching points one by one, an accurate picture order could be finally obtained. The results show the effectiveness of the proposed algorithm.
引用
收藏
页码：275 / 278
页数：4
相关论文
共 50 条
  • [21] Image Matching Algorithm with Color Information based on SIFT
    Yu, Xiaoyong
    Lei, Hao
    Du, Yunfei
    Li, Baopeng
    Yuan, Xiaobin
    Gao, Wei
    Song, Zongxi
    Zheng, Peiyun
    TENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2018), 2018, 10806
  • [22] Research on SIFT Image Matching Based on MLESAC Algorithm
    Deng, Lijin
    Piao, Yan
    Liu, Shuo
    2018 2ND INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (ICDSP 2018), 2018, : 17 - 21
  • [23] A Bidirectional Image Matching Algorithm Based on SIFT Features
    Zhang, Nan
    Luo, Lin
    Gao, Xiaorong
    Li, Jinlong
    8TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: OPTOELECTRONIC MATERIALS AND DEVICES, 2016, 9686
  • [24] An Image matching algorithm based on SIFT and Improved LTP
    Liu, Yi-ming
    Chen, Li-fang
    Liu, Yuan
    Wu, Hao-tian
    2013 9TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2013, : 432 - 436
  • [25] Substation Equipment Image Recognition Based on SIFT Feature Matching
    Zhou, Qiangqiang
    Zhao, Zhenbing
    2012 5TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), 2012, : 1344 - 1347
  • [26] Stitching Method for Distorted Image Based on SIFT Feature Matching
    Jiang, Zetao
    Wu, Jiping
    Cui, Dejing
    Liu, Tongmin
    Tong, Xi
    2012 8TH INTERNATIONAL CONFERENCE ON COMPUTING AND NETWORKING TECHNOLOGY (ICCNT, INC, ICCIS AND ICMIC), 2012, : 107 - 110
  • [27] Research on Image Matching of Improved SIFT Algorithm Based on Stability Factor and Feature Descriptor Simplification
    Tang, Liang
    Ma, Shuhua
    Ma, Xianchun
    You, Hairong
    APPLIED SCIENCES-BASEL, 2022, 12 (17):
  • [28] Fast SIFT Feature Matching Algorithm Based on Geometric Transformation
    Wang, Yongchao
    Yuan, Yijun
    Lei, Zhao
    IEEE ACCESS, 2020, 8 : 88133 - 88140
  • [29] A stereo matching algorithm based on SIFT feature and homography matrix
    李宗艳
    宋丽梅
    习江涛
    郭庆华
    朱新军
    陈明磊
    Optoelectronics Letters, 2015, 11 (05) : 390 - 394
  • [30] A Particle Filter Tracking Algorithm Based On SIFT Feature Matching
    Wei Ying
    Li Juanjuan
    Wu Di
    PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, : 1450 - 1454
12345