sentence1: recently , as an essential but challenging task in the large research scope of video analysis , temporal action detection in untrimmed videos has drawn tremendous attention from the research community .
sentence2: since natural videos are always long and untrimmed , temporal action proposals and detection have aroused intensive interest from researchers .