Pixel Level Image Fusion using FuzzyletFusion Algorithm

International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering

article

Swathy Nair¹  Bindu Elias¹  VPS Naidu² 

[1] Department of Electrical and Electronics, Mar Athanasius College of Engineering;MSDF Lab, CSIR - National Aerospace Laboratories

关键词: Image Fusion;    Fuzzy Logic;    Stationary Wavelet Transform;    Fuzzylet Algorithm;    Performance Metrics.;   

来源: Research & Reviews

【 摘 要 】

Image fusion algorithms based on SWT (Stationary Wavelet Transform) and fuzzy logic were developed and demonstrated. It was observed that fusion using SWT with higher levels of decomposition provides better fusion results. Similarly, Fuzzy image fusion with more number of membership functions provides better results. SWT based image fusion algorithm produces better quality of fused images at the cost of execution time compared to the fuzzy logic based image fusion algorithm. A novel image fusion algorithm (Fuzzylet) had been developed by combining the features of SWT and fuzzy logic. Fuzzylet based image fusion algorithm outperformed compared to SWT and fuzzy based image fusion algorithms at the cost of execution time.

【 授权许可】

Unknown