Research and Implementation of FPGA Image Compression Parallel Algorithm Based on CCSDS

Authors

  • Leqi Yang

DOI:

https://doi.org/10.56028/aetr.11.1.572.2024

Keywords:

Hyperspectral images, Lossless compression, CCSDS, FPGA, Parallel acceleration algorithm.

Abstract

High-pixel, high-resolution spectral images are an important source of key graphical information obtained from space remote sensing, however, with the dramatically expanding amount of graphical information, the limited transmission bandwidth and hardware resources are difficult to meet the demand for massive data, which makes real-time image lossless compression and transmission technology an important solution. For this reason, this paper is based on the CCSDS image lossless compression algorithm, using FPGA for the construction of image compression system, and proposes a method strategy based on parallel acceleration algorithm to realize the real time processing of large-capacity hyperspectral images. The simulation results show that hyperspectral river and mountain range images can be compressed with greatly improved compression efficiency while maintaining real time performance and accuracy.

Downloads

Published

2024-07-18