Title :
Quality assessment of multi-spectral image compression
Author :
Xue, Yusheng ; Hu, Zongyang ; Xie, Wei
Author_Institution :
Satellite Surveying & Mapping Applic. Center, NASG, Beijing, China
Abstract :
Quality assessment for remote sensing image compression is of great significance, especially in satellite image onboard compression design. When satellite image utilized for mapping, quality assessment for multi-spectral image compression from spectral preservation perspective is vital for mapping production and land resource management utilizing high resolution remote sensing image. A series of compression experiments has been done in order to examine the effects of multi-spectral image compression with 5.8m resolution, which will be used to instruct the onboard image compression design of the following ZY-3 satellite series. The case study chose typical experiment area from a variety of land use categories including urban build-up, vegetation, water-body, bared-soil, etc, in order to make a comprehensive evaluation of the effect of multi-spectral image compression in depth. The multi-spectral experimental images were compressed with JPEG-LS method. The primary result showed that with compression ratio 3:1, effects of multi-spectral image compression can be accepted for mapping application.
Keywords :
data compression; geophysical image processing; hyperspectral imaging; image coding; terrain mapping; JPEG-LS method; ZY-3 satellite series; bare soil; high resolution remote sensing image; image compression quality assessment; land resource management; land use categories; mapping production; multispectral image compression; remote sensing image compression; satellite image onboard compression design; spectral preservation; urban build up; vegetation; water body; Image coding; Image fusion; Image quality; Quality assessment; Remote sensing; Satellites; Visualization; Image Quality Assessment; JPEG-LS; Multi-spectral Image Compression; ZY-3;
Conference_Titel :
Earth Observation and Remote Sensing Applications (EORSA), 2014 3rd International Workshop on
Conference_Location :
Changsha
Print_ISBN :
978-1-4799-5757-6
DOI :
10.1109/EORSA.2014.6927924