A crosstalk tolerated neural segmentation methodology for Brainbow images

Tung Yu Wu*, Hung Hui Juan, Henry Horng Shing Lu, Ann Shyn Chiang

*此作品的通信作者

研究成果: Conference contribution同行評審

3 引文 斯高帕斯(Scopus)

摘要

In this paper, we develop a methodology to extract the neural components from Brainbow images. Brainbow, a new genetic engineering technology, can help scientists understand the mechanism of an olfactory system. However, crosstalk among channels exists in these images. In addition, it is necessary to develop an automatic method to analyze these data. In our proposed system, we adopt Gaussian mixture model to model the phenomenon of crosstalk and reconstruct the Brainbow images. Spectral matting is applied to extract neural components from different channels. Under this system, we can extract useful information from Brainbow images efficiently and correctly.

原文English
主出版物標題Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11
DOIs
出版狀態Published - 1 12月 2011
事件4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11 - Barcelona, Spain
持續時間: 26 10月 201129 10月 2011

出版系列

名字ACM International Conference Proceeding Series

Conference

Conference4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11
國家/地區Spain
城市Barcelona
期間26/10/1129/10/11

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