Paper Info
Title
Joint Subspace Stabilization for Stereoscopic Video
Abstract
Shaky stereoscopic video is not only unpleasant to watch but may also cause 3D fatigue. Stabilizing the left and right view of a stereoscopic video separately using a monocular stabilization method tends to both introduce undesirable vertical disparities and damage horizontal disparities, which may destroy the stereoscopic viewing experience. In this paper, we present a joint subspace stabilization method for stereoscopic video. We prove that the low-rank subspace constraint for monocular video [10] also holds for stereoscopic video. Particularly, the feature trajectories from the left and right video share the same subspace. Based on this proof, we develop a stereo subspace stabilization method that jointly computes a common subspace from the left and right video and uses it to stabilize the two videos simultaneously. Our method meets the stereoscopic constraints without 3D reconstruction or explicit left-right correspondence. We test our method on a variety of stereoscopic videos with different scene content and camera motion. The experiments show that our method achieves high-quality stabilization for stereoscopic video in a robust and efficient way.
Year
DOI
Venue
2013
10.1109/ICCV.2013.16
ICCV
Keywords
Field
DocType
joint subspace stabilization,stereo subspace stabilization method,joint subspace stabilization method,stereoscopic video,shaky stereoscopic video,monocular video,right video share,right video,monocular stabilization method,stereoscopic constraint,stereoscopic viewing experience,feature extraction
Stereo cameras,Computer vision,Computer graphics (images),Subspace topology,Computer science,Stereoscopy,Feature extraction,Artificial intelligence,Monocular,Stereoscopic video,Video Share,3D reconstruction
Conference
Volume
Issue
ISSN
2013
1
1550-5499
Citations 
PageRank 
References 
10
0.52
18
Authors
3
Name
Order
Citations
PageRank
Feng Liu157831.61
Yuzhen Niu224812.68
Hailin Jin31937108.60