Restore RGB Values from Luminance Value? I am not sure, but can we get RGB (Red-Green-Blue) values from calculated luminance value for each pixel?

L = R_irradiance*.265 + G_irradiance*.67 + B_irradiance*.065
No, because luminance is a weighted sum of RGB components and has no color information, so it is greyscale only.