I do decline dumbells with no spotter. It gets interesting with heavier DBs but it can be done. Really the only problem is getting "into" the declining bench and getting your legs in the proper place while holding the weights.
I use one of those aerobics steps to help me.
The rest is not too bad, the weights are close to the floor when you are done, so dropping them is no big deal.