On-Board Compression of Multispectral Images for Small Satellites
暂无分享,去创建一个
Compression reduces the amount of data to be sent to ground whilst preserving its content, allowing a lower bit-rate link to be used or more data to be sent over the same link. This paper presents the results of an investigation into image compression methods for multispectral images for use on board small satellites. An error resilient compression scheme is proposed and implemented. A modification of a neural network based data compression method is discussed. The investigated compression methods are compared in terms of error resilience, compression ratio and execution time.
[1] Mark Nelson,et al. The Data Compression Book , 2009 .
[2] sofiane Atek. Fast Neural Network Based on-Board Image Compressor , 2003 .
[3] Matthew V. Mahoney,et al. Fast Text Compression with Neural Networks , 2000, FLAIRS Conference.