360° VIDEO STITCHING FOR DUAL FISHEYE CAMERAS

被引:0
作者
Lo, I-Chan [1 ]
Shih, Kuang-Tsu [1 ]
Chen, Homer H. [1 ]
机构
[1] Natl Taiwan Univ, Taipei, Taiwan
来源
2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) | 2019年
关键词
Fisheye lens camera; video stitching; parallax; image warping; seam carving; 360 degrees video;
D O I
暂无
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
Back-to-back dual fisheye camera configuration offers a cost-effective 360 degrees video solution. However, the inherent parallax of this camera configuration and the unmatched scene along the seam between the two camera views present a great challenge to video stitching. To address the jittering and fragmented visual appearance issues, we present in this paper a robust method that preserves the geometric structure of the scene and enhances the stableness of the video along the temporal dimension. The proposed video stitching method entails a mesh deforming operation prior for the minimization of the geometric distortion and an adaptive seam carving operation that generates optimal spatial and temporal alignment. Experimental results show that our method can produce 360 degrees videos without jitter and ghost artifact.
引用
收藏
页码:3522 / 3526
页数:5
相关论文
共 11 条
[1]   Seam carving for content-aware image resizing [J].
Avidan, Shai ;
Shamir, Ariel .
ACM TRANSACTIONS ON GRAPHICS, 2007, 26 (03)
[2]   SURF: Speeded up robust features [J].
Bay, Herbert ;
Tuytelaars, Tinne ;
Van Gool, Luc .
COMPUTER VISION - ECCV 2006 , PT 1, PROCEEDINGS, 2006, 3951 :404-417
[3]   Automatic panoramic image stitching using invariant features [J].
Brown, Matthew ;
Lowe, David G. .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2007, 74 (01) :59-73
[4]  
Ho T, 2017, IEEE IMAGE PROC, P51, DOI 10.1109/ICIP.2017.8296241
[5]  
HSL, A collection of Fortran codes for large-scale scientific computation
[6]  
Jiang W, 2015, IEEE COMPUT SOC CONF, DOI 10.1109/CVPRW.2015.7301374
[7]   Seamless Video Stitching from Hand-held Camera Inputs [J].
Lin, Kaimo ;
Liu, Shuaicheng ;
Cheong, Loong-Fah ;
Zeng, Bing .
COMPUTER GRAPHICS FORUM, 2016, 35 (02) :479-487
[8]  
Liu C, 2008, LECT NOTES COMPUT SC, V5304, P28, DOI 10.1007/978-3-540-88690-7_3
[9]  
Lo IC, 2018, IEEE IMAGE PROC, P3164, DOI 10.1109/ICIP.2018.8451333
[10]   Distinctive image features from scale-invariant keypoints [J].
Lowe, DG .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2004, 60 (02) :91-110