Video is a booming industry: content is embedded on many Web sites, delivered over the Internet, and streamed to mobile devices. Content providers own vast quantities of studio-quality video (i.e., produced to the quality standards of a television studio), but legal contracts between actors, producers, and owners limit how and where others can use such video. As a result, finding and getting rights to use relevant video remains an obstacle to addressing relevant research problems.