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Studying Satellite Image Fusion Analysis Based On Edge And Homogenious Image Quality Measuers | ||
| Al-Mustansiriyah Journal of Science | ||
| Article 1, Volume 24, Issue 5, 2013, Pages 461-472 | ||
| Author | ||
| Heba K.Abbas | ||
| Abstract | ||
| This paper attempts to undertake the study of image fusion ,by using pixel –based image fusion techniques i.e. arithmetic combination ,frequency filtering methods of pixel –based image fusion techniques and different statistical techniques of image fusion. The first type includes Brovey Transform (BT), Color Normalize Transformation (CNT) and Multiplicative Method (MLT). The second type includes High-Pass Filter Additive Method (HPFA and HFA).The third type includes Local Mean Matching (LMM), Regression Variable Substitution (RVS). This paper also devotes to concentrate on the analytical techniques for evaluating the quality of image fusion (F) , in this studywill concentrate on determination image details quality specially tiny detail and edges by uses two criterion edge detection then quality measurements determine and estimation homogenous to determine homogenous in different regions image using Mean (µ) and Standard Deviation (SD), Signal –to Noise Ratio (SNR) ,and compute Absolute Mean Square Error (AMSE),Mean Square Error (MSE), Peak- Signal- To –Noise Ratio(PSNR) , Mutual Information(MI) and Spatial Frequency(SF) ,therefore will be evaluation active and good because to take into consideration homogenous and edge quality measurements . | ||
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