Design and implementation of airborne hyperspectral data processing platform compatible with intelligent processing algorithms

Kecheng Gong; Yuanxi Peng; Tian Jiang; Hao Hao; Lixiong Zhang; Yongtao Yu

doi:10.1117/12.2552335

31 January 2020 Design and implementation of airborne hyperspectral data processing platform compatible with intelligent processing algorithms

Kecheng Gong, Yuanxi Peng, Tian Jiang, Hao Hao, Lixiong Zhang, Yongtao Yu

Author Affiliations +

Proceedings Volume 11427, Second Target Recognition and Artificial Intelligence Summit Forum; 114272C (2020) https://doi.org/10.1117/12.2552335
Event: Second Target Recognition and Artificial Intelligence Summit Forum, 2019, Changchun, China

Abstract

With the continuous expansion of hyperspectral application scenarios, the traditional universal hyperspectral data processing software system is difficult to meet the needs of the industry, and cannot be quickly connected to the intelligent processing algorithm developed by the industry, which has become one of the bottlenecks in the promotion of hyperspectral to practical applications. In order to meet the needs of various industries for professional processing of hyperspectral data, fast access to intelligent processing algorithm, and highly efficient and reliable transplantation of intelligent processing algorithm to airborne platform, this paper designs an airborne hyperspectral data processing platform compatible with intelligent processing algorithms. The software architecture of "Platform + Plug-in" is realized, which provides comprehensive support for hyperspectral image processing and enables users to focus on the development of intelligent processing algorithms, which can be compatible with different intelligent processing algorithms through simple configuration.

Citation Download Citation

Kecheng Gong, Yuanxi Peng, Tian Jiang, Hao Hao, Lixiong Zhang, and Yongtao Yu "Design and implementation of airborne hyperspectral data processing platform compatible with intelligent processing algorithms", Proc. SPIE 11427, Second Target Recognition and Artificial Intelligence Summit Forum, 114272C (31 January 2020); https://doi.org/10.1117/12.2552335

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KEYWORDS

Telecommunications

Data processing

Image processing

Human-machine interfaces

Algorithm development

Data acquisition

Data conversion

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