WANG Juan YANG Jin-song HUANG Wei-gen WANG He CHEN Peng. The Impact of Multi-Look Processing on Synthetic Aperture Radar Ship Detection[J]. Journal of Remote Sensing, 2008,(3):399-404.
WANG Juan YANG Jin-song HUANG Wei-gen WANG He CHEN Peng. The Impact of Multi-Look Processing on Synthetic Aperture Radar Ship Detection[J]. Journal of Remote Sensing, 2008,(3):399-404. DOI: 10.11834/jrs.20080353.
Speckle noises appear in synthetic aperture radar(SAR)imagery because of coherent superposition of elec- tromagnetic wave scattering from scattering points in a resolution cell.Multi-look processing is usually used to reduce noise and thus exerts an impact on SAR ship detection. Single-look SAR images were processed with multi-look method to get multi-look images.By analyzing the equivalent number of looks
spatial resolution and ship-sea contrast
we got following results:on the one hand
multi-look processing increases equivalent number of looks and improves the image quality
and this is helpful for ship detection.On the other hand
multi-look processing reduces the image spatial resolution and ship-sea contrast
and this is the disadvantage for ship detection. Ship detection were carried out as case studies for C and L band HH
HV
and VV polarization SIR-C SAR images with different looks by using two typical ship detection methods such as windows filter method and K-distribution method. And Figure of Merit(FOM)was used to measure the quality of ship detection.It is concluded that: (1)the quality of ship detection with less multi-look processing is better than that with more multi-look processing or no multi-look processing(remain single-look); (2)the quality of ship detection is the best when the number of multi-look processing is 3 for windows filter method ; (3)the quality of ship detection is the best when the number of multi-look processing is 2 or 3 for K-distribution method.