Lens image registration for cataract detection

Huiqi Li*, Xinting Gao, Mei Hui Tan, Yew Chung Chow, Joo Hwee Lim, Ying Sun, Carol Cy Cheung, Tien Yin Wong

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

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摘要

Cataract is the leading cause of blindness worldwide. In this paper, registration of retroillumination image is investigated for detection of cortical and posterior subcapsular cataract (PSC). The pupil region is detected by local entropy filtering. The anterior image and posterior image are registered using maximum normalized cross-correlation. The registration of anterior and posterior image can be used to detect opacity in the future. The proposed algorithms were tested using clinical data and the experimental results indicate that the proposed method could facilitate automatic cataract diagnosis.

源语言英语
主期刊名Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
132-135
页数4
DOI
出版状态已出版 - 2011
活动2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011 - Beijing, 中国
期限: 21 6月 201123 6月 2011

出版系列

姓名Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011

会议

会议2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
国家/地区中国
Beijing
时期21/06/1123/06/11

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引用此

Li, H., Gao, X., Tan, M. H., Chow, Y. C., Lim, J. H., Sun, Y., Cheung, C. C., & Wong, T. Y. (2011). Lens image registration for cataract detection. 在 Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011 (页码 132-135). 文章 5975564 (Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011). https://doi.org/10.1109/ICIEA.2011.5975564