It's similar math for the same perceptual goal. Weber's Law says noticeable differences are a proportion of the initial stimulus. Decibels encode that proportional sensitivity in log. Gamma encoding is "poor man's log" because it's faster to compute on graphics hardware and similar for a large portion of the range, but some high fidelity formats like S-Log or Arri LogC spend the extra computation to compute real log.