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Stable stitching method for stereoscopic panoramic video

Stable stitching method for stereoscopic panoramic video

作     者:Zhuo Tan Shenghao Zhang Ronggang Wang Zhuo Tan;Shenghao Zhang;Ronggang Wang

作者机构:School of Electronic and Computer Engineering Peking University Shenzhen Graduate School Shenzhen 518055People's Republic of China 

出 版 物:《CAAI Transactions on Intelligence Technology》 (智能技术学报(英文))

年 卷 期:2018年第3卷第1期

页      面:1-7页

核心收录:

学科分类:12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 081104[工学-模式识别与智能系统] 08[工学] 0835[工学-软件工程] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术(可授工学、理学学位)] 

基  金:the National Natural Science Foundation of China 61672063  Shenzhen Peacock Plan  Shenzhen Research Projects of JCYJ20160506172227337 and GGFW2017041215130858 for funding 

主  题:图像拼接 人工智能 智能技术 发展现状 

摘      要:This paper proposes a stable method of generating a stereoscopic panoramic video with the omnidirectional stereo (ODS) format. Different from the traditional image stitching method which can only be applied to generate a monocular panorama, we adopt an optical flow-based blending method to create two panoramas for binocular vision. In addition, traditional image stitching methods based on seam-finding tend to cause the problem of temporal flicker. We address this problem by restricting the optical flow field of the new frame with its previous frame's optical flow field. Thus, the generated video is stable and out of temporal flicker. There are four key operations in our approach. First, we adopt the ODS format which is the basis of stereoscopic panorama. Second, we do effective exposure compensation, making the brightness of the two eyes' panoramas consistent. Third, we employ an optical flow-based blending method to synthesis the final panorama effectively. Fourth, we take the previous frame's optical flow field as the restriction of the present frame's optical flow field to acquire a stable video. The final output videos can deliver a pleasant and impressive stereoscopic viewing experience to the audience when the audience watches the videos in the virtual reality headset.

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