Motion Estimation with Quadtree Splines
IEEE Transactions on Pattern Analysis and Machine Intelligence
Handbook of mathematics (3rd ed.)
Handbook of mathematics (3rd ed.)
International Journal of Computer Vision
Multiple View Geometry in Computer Vision
Multiple View Geometry in Computer Vision
Bilateral Filtering for Gray and Color Images
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
As-rigid-as-possible shape manipulation
ACM SIGGRAPH 2005 Papers
Full-Frame Video Stabilization with Motion Inpainting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image deformation using moving least squares
ACM SIGGRAPH 2006 Papers
Image Sensors and Signal Processing for Digital Still Cameras
Image Sensors and Signal Processing for Digital Still Cameras
Re-cinematography: improving the camera dynamics of casual video
Proceedings of the 15th international conference on Multimedia
Over-Parameterized Variational Optical Flow
International Journal of Computer Vision
Speeded-Up Robust Features (SURF)
Computer Vision and Image Understanding
Content-preserving warps for 3D video stabilization
ACM SIGGRAPH 2009 papers
An iterative image registration technique with an application to stereo vision
IJCAI'81 Proceedings of the 7th international joint conference on Artificial intelligence - Volume 2
ACM Transactions on Graphics (TOG)
Video deblurring for hand-held cameras using patch-based synthesis
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Constructing image panoramas using dual-homography warping
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Auto-directed video stabilization with robust L1 optimal camera paths
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Smoothly varying affine stitching
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Video stabilization using epipolar geometry
ACM Transactions on Graphics (TOG)
Analysis and Compensation of Rolling Shutter Effect
IEEE Transactions on Image Processing
Video stabilization with a depth camera
CVPR '12 Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
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We present a novel video stabilization method which models camera motion with a bundle of (multiple) camera paths. The proposed model is based on a mesh-based, spatially-variant motion representation and an adaptive, space-time path optimization. Our motion representation allows us to fundamentally handle parallax and rolling shutter effects while it does not require long feature trajectories or sparse 3D reconstruction. We introduce the 'as-similar-as-possible' idea to make motion estimation more robust. Our space-time path smoothing adaptively adjusts smoothness strength by considering discontinuities, cropping size and geometrical distortion in a unified optimization framework. The evaluation on a large variety of consumer videos demonstrates the merits of our method.