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Real-time Hyperspectral Unmixing on Low Cost FPGA

Nascimento, J. ; Vestias, MV

Real-time Hyperspectral Unmixing on Low Cost FPGA, Proc Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol. -, pp. - - -, September, 2015.

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Abstract
This paper proposes an FPGA-based architecture to implement Vertex Component Analysis (VCA), a well-known
hyperspectral unmixing method. The architecture is designed for a low cost Xilinx Zynq board with a Zynq-7020 SoC FPGA based on the Artix-7 FPGA programmable logic. Experimental results
based on real hyperspectral datasets indicate that the proposed implementation can achieve onboard real-time processing, while maintaining the methods accuracy, which indicate the potential of the proposed platform to implement high-performance, low cost embedded systems.