Video aesthetic quality assessment by temporal integration of photo- and motion-based features
Journal
IEEE Transactions on Multimedia
Journal Volume
15
Journal Issue
8
Pages
1944-1957
Date Issued
2013
Author(s)
Abstract
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.
SDGs
Type
journal article