Do I have to be the owner of the video or picture that I upload or embed?

No. You do not have to be the person who made the video. You only have to be certain that you are not uploading or embedding videos or pictures by people or from websites that strictly prohibit sharing. If a video is available on a site like You Tube or Flickr then you can safely assume that it's OK to use.