MOBIL: A Moments based Local Binary Descriptor

被引：0
|
作者：
Bellarbi, Abdelkadar [1 ,2 ]
Otamane, Samir [2 ]
Zenati, Nadia [1 ]
Benbelkacem, Samir [1 ]
机构：
[1] CDTA, Algiers, Algeria
[2] Univ Evry, IBISC EA, F-4526 Evry, France
来源：
2014 IEEE INTERNATIONAL SYMPOSIUM ON MIXED AND AUGMENTED REALITY (ISMAR) - SCIENCE AND TECHNOLOGY | 2014年
关键词：
1.4.8 [Image Processing and Computer Vision]: Scene Analysis; H.5.1 [Information Interfaces and presentation]: Multimedia Information Systems; Artificial; augmented; and virtual realities; Computer vision; local binary descriptors; moments; Augmented reality;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we propose an efficient, and fast binary descriptor, called MOBIL (MOments based BInary differences for Local description), which compares not just the intensity, but also subregions geometric proprieties by employing moments. This approach offers high distinctiveness against affine transformations and appearance changes. The experimental evaluation shows that MOBIL achieves a quite good performance in term of low computation complexity and high recognition rate compared to state-of-the-art real-time local descriptors.
引用
收藏
页码：251 / +
页数：2
相关论文
共 50 条
  • [1] A local feature descriptor based on Local Binary Patterns
    Cheng, Gaoqing
    Chen, Jiaxing
    [J]. 2016 9TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2016), 2016, : 251 - 258
  • [2] Learning moment-based fast local binary descriptor
    Bellarbi, Abdelkader
    Zenati, Nadia
    Otmane, Samir
    Belghit, Hayet
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2017, 26 (02)
  • [3] GMD: geometric model-based local binary descriptor
    Elhaouari, Kobzili
    Cherif, Larbes
    [J]. SIGNAL IMAGE AND VIDEO PROCESSING, 2019, 13 (02) : 289 - 297
  • [4] A Novel Facial Appearance Descriptor Based on Local Binary Pattern
    Zhu, Shihu
    Feng, Jufu
    [J]. PROCEEDINGS OF THE 2008 CHINESE CONFERENCE ON PATTERN RECOGNITION (CCPR 2008), 2008, : 262 - 265
  • [5] GMD: geometric model-based local binary descriptor
    Kobzili Elhaouari
    Larbes Cherif
    [J]. Signal, Image and Video Processing, 2019, 13 : 289 - 297
  • [6] Texture features based on an efficient local binary pattern descriptor
    Kaddar, Bachir
    Fizazi, Hadria
    Boudraa, Abdel-Ouahab
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2018, 70 : 496 - 508
  • [7] Robust Binary Keypoint Descriptor Based on Local Hierarchical Octagon Pattern
    Jin, Ling
    Liu, Yiguang
    Xu, Zhenyu
    Zheng, Yunan
    Du, Shuangli
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SENSING AND IMAGING, 2019, 506 : 277 - 284
  • [8] 3D Polynomial Interpolation Based Local Binary Descriptor
    Kobzili, Elhaouari
    Larbes, Cherif
    Allam, Ahmed
    Demim, Fethi
    [J]. ADVANCES IN COMPUTING SYSTEMS AND APPLICATIONS, 2019, 50 : 204 - 214
  • [9] A Bayesian Local Binary Pattern Texture Descriptor
    He, Chu
    Ahonen, Timo
    Pietikainen, Matti
    [J]. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6, 2008, : 624 - 627
  • [10] A Local Binary Descriptor Combined with Color Information
    Lyu, Yi
    Zhao, Hong Wei
    Di, Jing
    [J]. FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY V, 2015, : 1058 - 1065
12345