Embeding Video into A Webpage

So I make indie films and I wanted to put them onto the internet. Unfortunately most films I make are around 20 minutes or so (about 4 or 5 gigs when done in quicktime) and youtube will not host anything over 1000 mb or 10 minutes. So I went about looking for ideas and have started to make up my own website. I am very familiar with the entire adobe suite, and people have pointed to dreamweaver for me to design the page. I have made the home page, and now am trying to design the video page. I want to have a list of films with single screenshots and a description, then when you click on the link it will take you to a full screen on the film. Is this possible and can anyone point me in the direction? Thanks