Advanced Pixel-Level Enhancement Technique for NOAA satellite image using PCA and Morphological Operations

摘要

This Paper proposed advanced fusion technique for National Oceanic and Atmospheric Administration (NOAA) of Multispectral satellite image for high quality pixel information in terms of spatial and spectral quantities. The Principal component Analysis technique is one of the best technique in fusion operations, but due to limitation of non directionality and distortions in spectral cases not given Optimize values, to overcome this problem advanced technique in pixel level fusion enhancement is used. These Experimental Results are compared with other fusion methods Independent Component Analysis, Brovey Transform and Wavelet Resolution Merge and Color Transformation Techniques in terms of visual and Statistical parameter metrics. It improves the interpretability of human observers and accuracy.