High performance iris recognition based on LDA and LPCC

Chia Te Chu, Ching Han Chen

研究成果: 書貢獻/報告類型會議論文篇章同行評審

32 引文 斯高帕斯(Scopus)

摘要

In this paper, the iris recognition algorithm based on LPCC and LDA is first presented. So far, the two algorithms are not found for iris recognition in literature. In addition, a simple and fast training algorithm, particle swarm optimization (PSO), is also introduced for training the Probabilistic Neural Network (PNN). Finally, a comparative experiment of existing methods for iris recognition is evaluated on CASIA iris image databases. The proposed algorithms can achieve 100% recognition rates and the result is encouraging.

原文???core.languages.en_GB???
主出版物標題ICTAI 2005
主出版物子標題17th IEEE International Conference on Tools with Artificial Intelligence, ICTAI'05
頁面417-421
頁數5
DOIs
出版狀態已出版 - 2005
事件ICTAI 2005: 17th IEEE International Conference on Tools with Artificial Intelligence, ICTAI'05 - Hong Kong, China
持續時間: 14 11月 200516 11月 2005

出版系列

名字Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
2005
ISSN(列印)1082-3409

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???event.eventtypes.event.conference???ICTAI 2005: 17th IEEE International Conference on Tools with Artificial Intelligence, ICTAI'05
國家/地區China
城市Hong Kong
期間14/11/0516/11/05

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