Title :
A new modeling for visual attention calculation in video coding
Author :
Xu Chen ; Jihong Zhang ; Xiaozhen Zheng ; Zhouye Gu ; Nam Ling
Author_Institution :
Res. Dept. of Hisilicon Semicond. & Component Bus. Dept., Huawei Technol., Shenzhen, China
Abstract :
To make effective use of video coding bit-steam and support sufficiently high subjective QoE(Quality of Experience), we propose a ROIs (Regions of Interest) detection model based on current achievements of psychology and visual attention. Combined with saliency calculation and eye-movement tracking analysis, the modeling can obtain the ROIs of different viewing duration. According to the ROIs, method of rate adaptation in video is proposed. Through some experiments, we show that our method can improve subjective QoE and bring significant improvement in ROI areas.
Keywords :
object tracking; video coding; QoE; Quality of Experience; ROI; Regions of Interest; psychology attention; video coding; video coding bit steam; visual attention; visual attention calculation; Computational modeling; Image coding; Eye-movement; Regions of Interest; Saliency Calculation; Video Coding; Visual Attention;
Conference_Titel :
Multimedia and Expo Workshops (ICMEW), 2013 IEEE International Conference on
Conference_Location :
San Jose, CA
DOI :
10.1109/ICMEW.2013.6618329