The CIE Standard Observer is a model that represents the average human color perception, formulated by the International Commission on Illumination (CIE) to standardize color measurements. It provides a set of color matching functions that are essential for accurately converting spectral data into perceived colors, ensuring consistency across different lighting conditions and devices.