Compressed Sensing Based on the Single Layer Wavelet Transform for Image Fusion

Guohui Yang, Wude Xu, Bo Zheng, Fanglan Ma, Xuhui Yang, Hongwei Ma, Hongxia Zhang, Genliang Han
2016 Journal of Computer and Communications  
In this paper, a new method of combination single layer wavelet transform and compressive sensing is proposed for image fusion. In which only measured the high-pass wavelet coefficients of the image but preserved the low-pass wavelet coefficient. Then, fuse the low-pass wavelet coefficients and the measurements of high-pass wavelet coefficient with different schemes. For the reconstruction, by using the minimization of total variation algorithm (TV), high-pass wavelet coefficients could be
more » ... ients could be recovered by the fused measurements. Finally, the fused image could be reconstructed by the inverse wavelet transform. The experiments show the proposed method provides promising fusion performance with a low computational complexity.
doi:10.4236/jcc.2016.415010 fatcat:ae7zdk4tqrdmpintwycjkwfy6q