Title :
Satellite on-board image compression adviser
Author :
Guzmán, Antonio ; Beltrán, Marta
Author_Institution :
DIET, Rey Juan Carlos Univ., Madrid, Spain
Abstract :
The next generation of earth observation satellites will exceed their downlink capability making essential to compress images on-board the satellites. Due to the limited download bandwidth, the limited contact time between the satellite and the ground systems and the huge data volume captured by the new high resolution sensors, efficient image compression systems must be included on observation satellites. These systems will be very often based on the JPEG2000 standard, which has proved to be one of the most powerful current image compression algorithms. It is based on the discrete wavelet transform and allows lossless and lossy compression. We present a compression adviser, a system capable of analyze images statistical features to decide what kind of compression, lossless or lossy, is more profitable to use in terms of storage and bandwidth resources utilization. A first FPGA prototype of the adviser coprocessor is presented to evaluate its design and performance.
Keywords :
coprocessors; data compression; discrete wavelet transforms; field programmable gate arrays; image coding; image sensors; remote sensing; satellite ground stations; statistical analysis; transform coding; FPGA prototype; JPEG2000 standard; adviser coprocessor; bandwidth resource utilization; discrete wavelet transform; earth observation satellites; field programmable gate array; lossless image compression; lossy image compression; satellite downlink bandwidth capability; satellite on-board image compression adviser; Artificial satellites; Bandwidth; Discrete wavelet transforms; Downlink; Image coding; Image resolution; Image sensors; Image storage; Sensor systems; Transform coding;
Conference_Titel :
Signal Processing and Information Technology, 2004. Proceedings of the Fourth IEEE International Symposium on
Print_ISBN :
0-7803-8689-2
DOI :
10.1109/ISSPIT.2004.1433743