MFIFusion: An infrared and visible image enhanced fusion network based on multi-level feature injection

Aimei Dong, Long Wang, Jian Liu, Guohua Lv, Guixin Zhao, Jinyong Cheng

Abstract: Highlights•An infrared and visible image fusion method based on multi-level feature injection is proposed.•Differential processing of information contained in superficial and profound features.•The fusion of high-frequency subbands effectively reduces the noise in the fused image.•Our algorithmic fusion results surpass other state-of-the-art methods.