An apparatus and method for reconstructing a skeletal image for osteoporotic diagnosis is disclosed. A skeletal image reconstruction method may include separating a region of interest (ROI) corresponding to a skeletal system from an image captured from an inspection target, and reconstructing a high-resolution skeletal image by performing a finite element method (FEM) and topology optimization on the ROI.