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Both solution work, thanks guys.

The first one (berak's) is more efficient without the conversions.

The second one (Guanta's) gets kudos for allowing the use of operator+ etc., looks better in code.

I also learned about OpenCV accumulator images meanwhile, worth a read for anyone interested.