… video into a few key objects by selecting representative object proposals generated from video
frames… In this work, we propose to summarize videos into key objects instead of keyframes…

… for our test on home videos. For comparison, in Table 2, we also give the results of the
representative frames selected by some other rule-based algorithms, including using the middle …

… limited work on selecting one best frame from short videos, in … short videos that are less than
10 seconds instead of videos … aim to select the most representative frame from short videos …

… selection problem, we are given the difficult choice between two things: choosing representative
frames … The results of the first step, ie, the skimmed videos for the input videos, are also …

… method is to select representative frames/objects by learning a dictionary from videos [11…
to also keep shots that are representative of individual videos even if they do not occur in other …

… in the data (based on heuristics) and select representative frame(s) from each cluster. The …
The UT Egocentric Video Dataset [14], which contains egocentric videos captured by subjects …

… section: frames refer to the entire frames of a video; keyframes … of the video frames; and a
thumbnail refer to the most rep… by obtaining feature representation from the remaining frames. …

… video’s difficulty based on our difficulty maps. Third, we applied the metric to selecting the
more representative videos from … L frame by frame over a range of 1400 frames for the videos …

… Choosing an appropriate number of key-frames is important because only they will be used
… all the frames in the video. We consider a variety of videos; selecting the middle frame may …

… To our knowledge, we are the first to define the active video frame selection problem, where
… This shows that picking representative frames does not correctly model how well new labels …