Abstract This manuscript introduces an innovative multi-stage image fusion framework that adeptly integrates infrared (IR) and visible (VIS) spectrum images to surmount the difficulties posed by low-light settings. The approach commences with an initial preprocessing stage. utilizing an Efficient Guided Image Filter for the infrared (IR) images to amplify edge boundaries and a functio... https://parisnaturalfoodes.shop/product-category/pine/