期刊
SURFACE AND INTERFACE ANALYSIS
卷 43, 期 1-2, 页码 529-534出版社
WILEY-BLACKWELL
DOI: 10.1002/sia.3553
关键词
hyperspectral image processing; three-dimensional image processing; secondary ion mass spectrometry (SIMS)
资金
- USA National Science Foundation [IIS-0431119, IIP-0741027]
- UK Engineering and Physical Sciences Research Council [EP/FO12985]
- EPSRC [EP/F012985/1] Funding Source: UKRI
- Engineering and Physical Sciences Research Council [EP/F012985/1] Funding Source: researchfish
Emerging technologies for chemical imaging provide high-resolution three-dimensional (3D) surveys with high-precision mass spectrometry (MS), promising to open unprecedented vistas for understanding complex phenomena such as cellular metabolism. However, there are critical challenges in transforming the large, complex, multidimensional, multispectral data sets into useful chemical information for biological research and other applications. This paper describes new informatics for advanced interactive spatio-spectral analysis of three-dimensional mass-spectral (3DxMS) chemical images. The technical challenges for interactive informatics are rapid access to large datasets, visualization of 3D hyperspectral images, and pattern recognition for spatio-spectral mapping. This paper describes an effective compression method for time-of-flight secondary ion mass spectrometry (ToF-SIMS) data that provides rapid spatial-spectral access; a framework for 3DxMS visualization that supportsmultiple views with multiple layers of information; and a suite of pattern recognition tools for spatio-spectral drawing, clustering, and classification. Copyright (C) 2010 John Wiley & Sons, Ltd.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据