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A Hardware Accelerator for Onboard Spatial Resolution Enhancement of Hyperspectral Images

License: MIT

Overview

This repository presents the code of a hardware accelerator designed to execute a pansharpening algorithm. This algorithm combines hyperspectral and panchromatic images to create an HSI with a higher spatial resolution. The hardware accelerator is both energy-efficient and suitable for onboard processing in small spacecraft, such as satellites.

General Diagram

Fig: Diagram block of the proposed hardware accelerator based in Nonlocal Variant algorithm.

Repository Organization

- Hardware accelerator: VHDL base code to AMD/Xilinx FPGA Zynq family.
- Software - Pansharpening NLV: Software used to design the hardware accelerator and the dataset used in tests.

Prerequisites

Citation

If you use this code in your research, we would appreciate a citation to the original paper:

@ARTICLE{viel2021pansharpening,
  author={Viel, Felipe and Parreira, Wemerson Délcio and Susin, Altamiro Amadeu and Zeferino, Cesar Albenes},
  journal={IEEE Geoscience and Remote Sensing Letters}, 
  title={A Hardware Accelerator for Onboard Spatial Resolution Enhancement of Hyperspectral Images}, 
  year={2021},
  volume={18},
  number={10},
  pages={1796-1800},
  doi={10.1109/LGRS.2020.3009019}}

Acknowledgement

Software base used and modified to Hyperspectral Images is from a implementation Implementation of Nonlocal Pansharpening Image Fusion by Duran et al..

License

Copyright (c) 2023 Felipe Viel. Released under the MIT License. See LICENSE for details.

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HSI pansharperning hardware accelerator.

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