Spatial-temporal visual attention model for video quality assessment
Journal
Proceedings - IEEE International Symposium on Circuits and Systems
Journal Volume
2019-May
Date Issued
2019
Author(s)
Abstract
Objective assessment for videos has developed with mature technique. However, there are still some challenges, such as mimicking the behavior that human-beings do when they watch a video. In this paper, we introduce a model for full-reference (FR) video quality assessment (VQA) which is based on visual attention, optical flow, spatio-temporal slice (STS) images and center bias map. The experimental results show that our proposed model has better performance in wireless transmission distortion than other models in the LIVE video quality database.
Type
conference paper