VRHD: An Interactive Visualization Method for Hyperspectral Data Based on Volume Rendering

2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP)(2020)

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摘要
As the development of data visualization technology, it becomes more and more convenient to commit data analyzing and mining in some research areas. Data visualization paves the way to understand the abstract numbers in an intuitive manner. This paper focuses on the hyperspectral data analysis by visualization. We research the ray casting based volume data rendering method and propose the method termed Volume Rendering of Hyperspectral Data(VRHD) to visualize the hyperspectral data. The triple control elements including color, transparency and visual district are proposed to do the data analysis and solve the overlapping problem in cubic data visualization by traditional screen. The results prove that the proposed algorithm can help the data user or analyzer to grasp the character of the data such as noise distribution in an integral view.
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关键词
hyperspectral data,volume rendering,data visualization,remote sensing,ray casting
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