Image reconstruction is a fundamental methodological approach in various scientific and engineering disciplines focused on recovering an image of an object or scene from indirect, often incomplete or noisy, measurements. It investigates the inverse problem of inferring the original spatial distribution of a physical property from observed data, enabling visualization, analysis, and quantitative assessment in fields ranging from medical imaging to astronomy.