Video thumbnails are black

Thumbnails for video items are all black, but it seems they are being generated (./application/files/large etc.). The uploaded videos all have about 1-2 seconds of black at the beginning, so perhaps the thumbnails are generated from early frames. Is there a setting that can be changed to fix this? Thanks.