If you don't use the Twitter interface for search you may have missed out on the fact that they have changed them recently. The search filters restrict searches to videos, photographs, news, nearby locations and people that you follow. It's a nice easy interface as well:
(Ignore the background - that's from my page). Twitter has also updated the Android app and the IOS one isn't far behind.