Jingbo Zhang, Yanjun Zhang, Xingjuan Cai*, Liping Xie*
CMES-Computer Modeling in Engineering & Sciences, Vol.134, No.1, pp. 293-316, 2023, DOI:10.32604/cmes.2022.020426
- 24 August 2022
Abstract Compressed sensing (CS), as an efficient data transmission method, has achieved great success in the field of
data transmission such as image, video and text. It can robustly recover signals from fewer Measurements,
effectively alleviating the bandwidth pressure during data transmission. However, CS has many shortcomings in
the transmission of hyperspectral image (HSI) data. This work aims to consider the application of CS in the
transmission of hyperspectral image (HSI) data, and provides a feasible research scheme for CS of HSI data.
HSI has rich spectral information and spatial information in bands, which can reflect… More >