… hyperspectral data require the assurance that the compression will not degrade the data …
All these aspects are investigated in the present chapter and the different possible tradeoffs are …

… field of compression of remote sensed 3D data, with a particular interest in hyperspectral
imagery… imagery, where there is a tradeoff between compression achieved and the quality of the …

… compression techniques for hyperspectral imagery in literature. … compression methods
reported for multi/hyperspectral data is … trade-off, atmospheric physics and hyperspectral data …

… data compression algorithms capable to preserve the scientific quality of remote-sensing data,
… data, and conventional lossy techniques, in which the mean squared error of the decoded …

… Then, section 3 describes our GPU-based implementation of the hyperspectral
compression algorithm and its trade-offs. After that, section 4 describes the results of our initial …

… Hyperspectral data are 3-D, and the nature of their … compression. In this paper, we investigate
the transform design and rate allocation stage for lossy compression of hyperspectral data. …

… hyperspectral data compression reduces data … data on constrained downlink resources. At
JPL a novel, adaptive and predictive technique for lossless compression of hyperspectral data …

… To deal with this problem, the tradeoff between the compression ratio and data quality should
be considered, which is often described as a rate-distortion optimization problem [46]. The …

… Instead, to have a better feature representation ability of the compressed hyperspectral data,
… In summary, the proposed DCSN has the best tradeoff between the performance and the …

… This limit is based on compression and timing performance trade-off. … The compression
performance of SLA is compared with existing on-board lossless hyperspectral data compression …