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360° Video Stitching for Dual Fisheye Cameras
- Source :
- ICIP
- Publication Year :
- 2019
- Publisher :
- IEEE, 2019.
-
Abstract
- Back-to-back dual fisheye camera configuration offers a cost-effective 360° 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° videos without jitter and ghost artifact.
- Subjects :
- Artifact (error)
Computer science
business.industry
Distortion (optics)
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
020207 software engineering
02 engineering and technology
Visualization
law.invention
Lens (optics)
Dimension (vector space)
Seam carving
law
Distortion
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Computer vision
Artificial intelligence
business
Parallax
ComputingMethodologies_COMPUTERGRAPHICS
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2019 IEEE International Conference on Image Processing (ICIP)
- Accession number :
- edsair.doi...........3d64b01b11edf52733baf3dfd71656fc