A new fusion scheme based on multiscale neighborhood technique is proposed for multifocus image fusion.
A new focus measure by combining the structure tensors of mixed order differential is developed.
An effective focused region detection method is presented based on multiscale neighborhood technique.
An averaging fusion scheme is presented based on the fusion decision maps of different scale for uncertain regions.
Our method outperforms the traditional methods in various experiments.