A Method of Fruits Recognition Based on SIFT Characteristics Matching

被引：3
|
作者：
Song Wan-gan [1 ]
Guo Hong-xia [2 ]
Wang Yan [3 ]
机构：
[1] Huaibei Coal Ind Teachers Coll, Sch Comp Sci & Technol, Huaibei 235000, Anhui, Peoples R China
[2] Huaibei Profess & Technol Coll, Common Dept, Huaibei 235000, Peoples R China
[3] Xian Univ Technol, Sch Machinery & Precis Instrument Engn, Xian 710048, Peoples R China
来源：
2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL III, PROCEEDINGS | 2009年
关键词：
Work-piece Recognition; Feature Extraction; Feature Matching; Scale Invariant Feature Transform;
D O I：
10.1109/AICI.2009.484
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
SIFT (Scale Invariant Feature Transform) used in fruits recognition presents a characteristics matching algorithm according to fruits images. The algorithm uses SIFT characteristics as matching feature, then introduces Euclidean distance as the similarity metrics of image matching, and uses a method of setting a threshold value to delete the false matching points. The experimental results prove that the algorithm can effectively solve the problem of fruits recognition and matching with translation, rotation, scaling,and partial occlusion.
引用
收藏
页码：119 / +
页数：2
相关论文
共 50 条
  • [1] A Method for Recognition of Work-pieces Based on Improved SIFT Characteristics Matching
    Wang Yan
    Fu Weiping
    Zhu Hong
    Liang Yuanyue
    2009 WRI WORLD CONGRESS ON SOFTWARE ENGINEERING, VOL 3, PROCEEDINGS, 2009, : 29 - +
  • [2] A novel image matching method based on SIFT
    Lin, Yuan-Sheng
    Xu, Gang
    Jiang, Ming
    Zhou, Peng
    Jiang, Juan-Juan
    Sensors and Transducers, 2014, 171 (05): : 276 - 282
  • [3] An Image Matching Method Based on SIFT Feature
    Shi, Zhaoming
    Geng, Boying
    Wu, Zhonghong
    Dong, Yinwen
    PROGRESS IN CIVIL ENGINEERING, PTS 1-4, 2012, 170-173 : 2855 - 2859
  • [4] SIFT matching method based on support description
    Zheng, Hong
    Liu, Zhenqiang
    Wen, Tianxiao
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2014, 40 (05): : 685 - 689
  • [5] 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
  • [6] Novel Matching Method for Automatic Iris Recognition Using SIFT Features
    Pavaloi, Ioan
    Nita, Cristina Diana
    Lazar, Luminita Camelia
    2019 INTERNATIONAL SYMPOSIUM ON SIGNALS, CIRCUITS AND SYSTEMS (ISSCS 2019), 2019,
  • [7] A method of TV Logo Recognition based on SIFT
    Pan, Da
    Shi, Ping
    PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON MULTIMEDIA TECHNOLOGY (ICMT-13), 2013, 84 : 1571 - 1579
  • [8] SIFT matching method based on base scale transformation
    Zhang Jing
    Sang Hong-Shi
    JOURNAL OF INFRARED AND MILLIMETER WAVES, 2014, 33 (02) : 177 - 182
  • [9] Method of item recognition based on SIFT and SURF
    Chen, Wenyu
    Xie, Wenzhi
    Zeng, Ru
    MATHEMATICAL STRUCTURES IN COMPUTER SCIENCE, 2014, 24 (05)
  • [10] An Image Mosaic Method Based on SIFT Feature Matching
    Cao Lijing
    Lv Ming
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 5420 - 5424
12345