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NASA Technical Reports Server (NTRS) 19950008181: Planning/scheduli...
by NASA Technical Reports Server (NTRS)
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The enormous size of the data holding and the complexity
of the information system resulting from the EOS system
pose several challenges to computer scientists, one of
which is data archival and dissemination. More than
ninety percent of the data holdings of NASA is in the
form of images which will be accessed by users across the
computer networks. Accessing the image data in its full
resolution creates data traffic problems. Image browsing
using a lossy compression reduces this data traffic, as
well as storage by factor of 30-40. Of the several image
compression techniques, VQ is most appropriate for this
application since the decompression of the VQ compressed
images is a table lookup process which makes minimal
additional demands on the user's computational resources.
Lossy compression of image data needs expert level
knowledge in general and is not straightforward to use.
This is especially true in the case of VQ. It involves
the selection of appropriate codebooks for a given data
set and vector dimensions for each compression ratio,
etc. A planning and scheduling system is described for
using the VQ compression technique in the data access and
ingest of raw satellite data.
Date Published: 2016-10-07 07:09:58
Identifier: NASA_NTRS_Archive_19950008181
Item Size: 14022940
Language: english
Media Type: texts
# Topics
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