This study examines how image quality measures are affected by different levels of radiometric resolution. Radiometric resolution refers to the number of levels used to represent digital image data. The study calculates several statistical measures - mean, standard deviation, entropy, contrast, and absolute central moment - on images with varying radiometric resolutions ranging from 2 to 64 levels. The results show that entropy and absolute central moment are most effective at determining image quality as radiometric resolution increases. Entropy and absolute central moment values stabilize at resolutions higher than 20 levels, indicating higher resolutions do not significantly improve image quality perception.