Comment by HALtheWise

It's always surprised me that there's not more interest in log-scale/floating-point ADCs built directly into camera sensors. Both humans and algorithms care a lot more about a couple-bit difference in dark areas than light, and we happily use floating point numbers to represent high-range values elsewhere in CS.