Study on comfort prediction of stereoscopic images based on improved saliency detection

Minghan Du, Guangyu Nie, Yue Liu*, Yongtian Wang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper proposed a saliency-dependent measure to predict visual comfort of stereoscopic. Considering the drawbacks of traditional stereoscopic display visual comfort assessment, a more accurate visual comfort prediction method based on improved stereoscopic saliency detection algorithm was proposed in this paper. The proposed approach includes 3 steps. The first step involves the calculation of region contrast, background prior, surface orientation prior and depth prior which aims to generate a stereoscopic saliency map. The second step is the extraction of visual comfort perception features. Finally, the prediction performance is evaluated by using SVR. The experimental results demonstrate that our method improves the prediction accuracy a lot compared with the related work.

源语言英语
主期刊名Image and Graphics Technologies and Applications - 13th Conference on Image and Graphics Technologies and Applications, IGTA 2018, Revised Selected Papers
编辑Yongtian Wang, Yuxin Peng, Zhiguo Jiang
出版商Springer Verlag
451-460
页数10
ISBN(印刷版)9789811317019
DOI
出版状态已出版 - 2018
活动13th Conference on Image and Graphics Technologies and Applications, IGTA 2018 - Beijing, 中国
期限: 8 4月 201810 4月 2018

出版系列

姓名Communications in Computer and Information Science
875
ISSN(印刷版)1865-0929

会议

会议13th Conference on Image and Graphics Technologies and Applications, IGTA 2018
国家/地区中国
Beijing
时期8/04/1810/04/18

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