| Center-symmetric local binary pattern based on weighted neighbor contribution | |
Pei, Hu1; Yanqing, Shao1,2 ; Chaowei, Tang1; Siman, Zhao3
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| 2016-12-01 | |
| 发表期刊 | OPTIK
 |
| ISSN | 0030-4026 |
| EISSN | 1618-1336 |
| 卷号 | 127期号:23页码:11599-11606 |
| 摘要 | A novel descriptor based on MFCS-LBP (Multi-resolution Fusion Center-Symmetric Local Binary Patterns) which introduces the contribution of sample's neighbors is proposed in this paper. First, the contribution of the sample's neighbors to the center point is considered and the Contribution Weighting Center-Symmetric Local Binary Pattern (CWCS-LBP) descriptor is constructed. Then, in view of the stability of the feature regions under different resolution, a Multi-resolution Fusion Center-Symmetric Local Binary Pattern(MFCS-LBP) descriptor is presented by combining the CWCS-LBP descriptor and the CS-LBP descriptor based on the multi-resolution fusion strategy. Compared with the similar algorithmsthe experimental results demonstrate that the proposed algorithm can not only greatly reduce the description time but also improve the description performances in the presence of scale change, image rotation, viewpoint change and image blur. © 2016 Elsevier GmbH |
| 关键词 | Optical properties Optics Center-symmetric local binary patterns CS-LBP descriptor Different resolutions Fusion center Fusion strategies Image rotation SIFT Weighted neighbor contribution |
| DOI | 10.1016/j.ijleo.2016.09.040 |
| 收录类别 | EI ; SCIE |
| 语种 | 英语 |
| WOS研究方向 | Optics |
| WOS类目 | Optics |
| WOS记录号 | WOS:000386411600067 |
| 出版者 | Elsevier GmbH |
| EI入藏号 | 20164002869553 |
| EI分类号 | 741.1 Light/Optics |
| 原始文献类型 | Journal article (JA) |
| 出版地 | MUNICH |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | https://ir.cqcet.edu.cn/handle/39TD4454/2911 |
| 专题 | 通信工程学院 |
| 作者单位 | 1.College of Communication Engineering, Chongqing University, Chongqing; 400044, China; 2.Chongqing College of Electronic Engineering, China; 3.Patent Examination Cooperation Center of the Patent 0ffice, SIPO, Sichuan, China |
| 推荐引用方式 GB/T 7714 | Pei, Hu,Yanqing, Shao,Chaowei, Tang,et al. Center-symmetric local binary pattern based on weighted neighbor contribution[J]. OPTIK,2016,127(23):11599-11606. |
| APA | Pei, Hu,Yanqing, Shao,Chaowei, Tang,&Siman, Zhao.(2016).Center-symmetric local binary pattern based on weighted neighbor contribution.OPTIK,127(23),11599-11606. |
| MLA | Pei, Hu,et al."Center-symmetric local binary pattern based on weighted neighbor contribution".OPTIK 127.23(2016):11599-11606. |
| 条目包含的文件 | 条目无相关文件。 | |||||
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