摘要
Aiming at image target recognition, a novel algorithm of Gabor wavelet neural network based on parallel structure is proposed in this paper, and the system of neural network for multi-target recognition is designed. Based on the characteristics of multi-CPU parallel structure and the parallel property of neural network, the algorithm of Gabor wavelet neural network is proved theoretically. The relevant algorithm structure is designed; the training and recognizing algorithms for image target recognition are given out. Finally, the simulation experiment for 4 types of plane targets indicated that recognition rate reached 98%+, recognizing time was 40ms.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | Agent Computing and Multi-Agent Systems |
| 主期刊副标题 | 9th Pacific Rim International Workshop on Multi-Agents, PRIMA 2006, Proceedings |
| 出版商 | Springer Verlag |
| 页 | 520-527 |
| 页数 | 8 |
| ISBN（印刷版） | 3540367071, 9783540367079 |
| DOI | |
| 出版状态 | 已出版 - 2006 |
| 活动 | 9th Pacific Rim International Workshop on Multi-Agents, PRIMA 2006 - Guilin, 中国 期限: 7 8月 2006 → 8 8月 2006 |
出版系列
| 姓名 | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| 卷 | 4088 LNAI |
| ISSN（印刷版） | 0302-9743 |
| ISSN（电子版） | 1611-3349 |
会议
| 会议 | 9th Pacific Rim International Workshop on Multi-Agents, PRIMA 2006 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Guilin |
| 时期 | 7/08/06 → 8/08/06 |
指纹
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Xu, T., Nie, Z., Yao, J., & Ni, G. (2006). Research on algorithms of gabor wavelet neural network based on parallel structure. 在 Agent Computing and Multi-Agent Systems: 9th Pacific Rim International Workshop on Multi-Agents, PRIMA 2006, Proceedings (页码 520-527). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 4088 LNAI). Springer Verlag. https://doi.org/10.1007/11802372_53