Answers are grounded in this paper and cite their sources.
This paper presents a new method for accessing the aesthetic quality of videos. It consists of two processes: aesthetic features construction and temporal integration. First, our method combines both photo-based and motion-based visual clues to extract the aesthetic features for each frame in a video. We introduce new motion-based features built from optical flow and salient region extraction, and show their effectiveness to enhance the estimation of aesthetic values. Then, a temporal-order-aware framework that integrates the frame-based features is presented to further improve the evaluation accuracy by taking the time-varying properties into consideration. The experimental results demonstrate that our approach can accomplish remarkable improvement for aesthetic quality assessment of videos.
No takes yet. Share an insight, caveat, or question.
Yeh et al. (2013) studied this question.
Synapse has enriched 10 related papers. Consider them for comparative context: