The fusion of infrared and visible images via decomposition-based structure transfer and local saliency detection

•A two-scale decomposition based fusion method is proposed.•A structure transfer model is proposed to meet human visual perception.•Saliency detection and guide filter are used to retain more significant details.•The fusion results includes highlighted targets and abundant visual details.