NiMH cells have been the default solution for high-drain stuff like early digital cameras for ages, since their internal resistance is considerably lower than what is typical of alkalines.
Eneloops, in particular, are held in very high regard. I've been moving away from alkalines wherever possible and exceedingly few devices actually have any issues (IIRC, only my wireless thermostat doesn't operate correctly).