Research on Clustering Algorithm of Hyperspectral Images Based on Fuzzy Kernel P System | |
Qiu, Shi; Zhang, Geng; Zhang, Miao | |
2022 | |
会议名称 | IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) |
会议录名称 | 2022 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY, WI-IAT |
页码 | 731-737 |
会议日期 | 2022-11-17 |
会议地点 | ELECTR NETWORK |
出版者 | IEEE COMPUTER SOC |
产权排序 | 1 |
摘要 | According to the difficulty of spectral image clustering, an image clustering algorithm is proposed based on fuzzy kernel P system. Through the analysis of fuzzy clustering and kernel clustering, the fuzzy kernel system is built to optimize the organizational P system, and all cells are coordinated to calculate the optimal clustering center in the mapping space to achieve parallel computing. It can reduce the sensitivity of the initial clustering center, improve the global search ability of the algorithm, avoid falling into the local minimum, and improve the clustering performance of the algorithm. |
关键词 | fuzzy kernel organization P system parallel computing clustering |
作者部门 | 光谱成像技术研究室 |
DOI | 10.1109/WI-IAT55865.2022.00116 |
收录类别 | CPCI |
ISBN号 | 978-1-6654-9402-1 |
语种 | 英语 |
WOS记录号 | WOS:000990549100106 |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/96541 |
专题 | 光谱成像技术研究室 |
通讯作者 | Zhang, Geng |
作者单位 | Chinese Acad Sci, Xian Inst Opt & Precis Mech, Key Lab Spectral Imaging Technol CAS, Xian 710119, Peoples R China |
推荐引用方式 GB/T 7714 | Qiu, Shi,Zhang, Geng,Zhang, Miao. Research on Clustering Algorithm of Hyperspectral Images Based on Fuzzy Kernel P System[C]:IEEE COMPUTER SOC,2022:731-737. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Research_on_Clusteri(1280KB) | 会议论文 | 限制开放 | CC BY-NC-SA | 请求全文 |
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