Eastern Virginia Bankshares and First Capital Bancorp announced today that they plan to merge. The all-stock deal is valued at about $27 million, with First Capital common stockholders receiving .98 shares of Eastern Virginia for every share of First Capital. Both banks are publicly traded on the NASDAQ stock exchange.