介绍了超分辨力图像复原处理技术在国内外的进展,着重介绍了基于Bayes分析的单幅图像超分辨力算法--基于Poisson分布的最大似然法(PML)、基于Poisson分布的最大后验概率法(PMAP)和基于Markov约束的Poisson分布的最大后验概率法(MPMAP)以及基于多画幅MPMAP超分辨力复原算法,并给出了单幅MPMAP法以及多画幅MPMAP超分辨力复原算法处理实际遥感图像数据源的结果,表明超分辨力图像处理技术在遥感成像领域具有良好发展和应用前景,有效实现了遥感图像中高频分辨力的复原。

The progress of super-resolution reconstructing image schemes is introduced. The PML (Maximum Likelihood based on Poisson)?PMAP (Maximum Afterward Probability based on Poisson )and MPMAP (Markov constraint Maximum Afterward Probability based on Poisson) super-resolution reconstructing image schemes based on the single image of Bayes analysis are specified , as well as the multiframe MPMAP super-resolution reconstructing scheme, moreover, the processed results of single MPMAP and multiframe MPMAP super-resolution reconstructing scheme are presented aiming at the fact remote-sensing image.It expresses the well developments and applications foreground utilizing super-resolution image processing schemes in remote-sensing imaging field,and accomplishes effectively reconstructing high-frequency in re- mote-sensing image.