I’ve never been in a Baptist church, but my guess is they don’t look like that.
However, if that’s the officiant standing behind them, he does not seem to be a priest.
There might have been some reason they had their wedding in a church of a different denomination.
I doubt in 1965, Catholic churches would have been used by Baptists for a wedding, but maybe Episcopalian?