Spatially and temporally optimized video stabilization

IEEE Transactions on Visualization and Computer Graphics

Volumn 19, Issue 8, 2013, Pages 1354-1361

  Wang, Yu Shuen ^a   Liu, Feng ^b   Hsu, Pu Sheng ^c   Lee, Tong Yee ^c  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

^b Portland State University   (United States)

^c NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

B zier curve; optimization; Video stabilization; warping

Indexed keywords

3D RECONSTRUCTION; EPIPOLAR GEOMETRY; OPTIMIZATION PROBLEMS; SPATIAL RELATIONS; SPATIAL TEMPORALS; VIDEO STABILIZATION; VISUAL DISTORTION; WARPING;

CAMERAS; GEOMETRICAL OPTICS; OPTIMIZATION; STABILIZATION; THREE DIMENSIONAL; THREE DIMENSIONAL COMPUTER GRAPHICS; TRAJECTORIES; VIDEO SIGNAL PROCESSING;

CURVE FITTING;

EID: 84879236721     PISSN: 10772626     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVCG.2013.11     Document Type: Article

References (25)

1. F. Liu, M. Gleicher, H. Jin, and A. Agarwala, "Content-Preserving Warps for 3D Video Stabilization," ACM Trans. Graphics, vol. 28, pp. 44:1-44:9, 2009.
2. S. Liu, Y. Wang, L. Yuan, J. Bu, P. Tan, and J. Sun, "Video Stabilization with a Depth Camera," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2012.
3. F. Liu, M. Gleicher, J. Wang, H. Jin, and A. Agarwala, "Subspace Video Stabilization," ACM Trans. Graphics, vol. 30, no. 1, pp. 1-10, 2011.
4. A. Goldstein and R. Fattal, "Video Stabilization Using Epipolar Geometry," ACM Trans. Graphics, vol. 31, pp. 1-10, 2012.
5. W.-Q. Yan and M.S. Kankanhalli, "Detection and Removal of Lighting & Shaking Artifacts in Home Videos," Proc. 10th ACM Int'l Conf. Multimedia, pp. 107-116, 2002.
6. S. Wu and Z. Ren, "Video Stabilization by Multi-Trajectory Mapping and Smoothing," Proc. Fifth Int'l Conf. Information, Comm. and Signal Processing, pp. 542-545, 2005.
7. M. Long, L. Xinggang, X. Lidong, and F. Fangwen, "Video Stabilizing System for Digital Camera," Proc. Int'l Conf. Signal Processing, pp. 1119-1122, 2004.
8. M. Grundmann, V. Kwatra, and I. Essa, "Auto-Directed Video Stabilization with Robust l1 Optimal Camera Paths," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2011.
9. C. Morimoto and R. Chellappa, "Evaluation of Image Stabilization Algorithms," Proc. IEEE Int'l Conf. Acoustics, Speech and Signal Processing, pp. 2789-2792, 1998.
10. Y. Matsushita, E. Ofek, W. Ge, X. Tang, and H.-Y. Shum, "Full- Frame Video Stabilization with Motion Inpainting," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 28, no. 7, pp. 1150- 1163, July 2006.
11. J. Yang, D. Schonfeld, C. Chen, and M.A. Mohamed, "Online Video Stabilization Based on Particle Filters," Proc. Int'l Conf. Image Processing (ICIP), pp. 1545-1548, 2006.
12. B.-Y. Chen, K.-Y. Lee, J.-S. Lin, and W.-T. Huang, "Capturing Intention-Based Full-Frame Video Stabilization," Computer Graphics Forum, vol. 27, pp. 1805 -1814, 2008.
13. M. Gleicher and F. Liu, "Re-Cinematography: Improving the Camerawork of Casual Video," ACM Trans. Multimedia Computing Comm. and Applications, vol. 5, no. 1, pp. 1-28, 2008.
14. K.-Y. Lee, Y.-Y. Chuang, B.-Y. Chen, and M. Ouhyoung, "Video Stabilization Using Robust Feature Trajectories," Proc. IEEE 12th Int'l Conf. Computer Vision (ICCV), pp. 1397-1404, 2009.
15. A. Fitzgibbon, Y. Wexler, and A. Zisserman, "Image-Based Rendering Using Image-Based Priors," Int'l J. Computer Vision, vol. 63, no. 2, pp. 141-151, 2005. (Pubitemid 40536819)
16. P. Bhat, C.L. Zitnick, N. Snavely, A. Agarwala, M. Agrawala, M. Cohen, B. Curless, and S.B. Kang, "Using Photographs to Enhance Videos of a Static Scene," Proc. Eurographics Workshop Rendering, pp. 327-338, 2007.
17. G. Zhang, W. Hua, X. Qin, Y. Shao, and H. Bao, "Video Stabilization Based on a 3D Perspective Camera Model," The Visual Computer, vol. 25, no. 11, pp. 997-1008, 2009.
18. Z. Huang, F. He, X. Cai, Y. Chen, and X. Chen, "A 2D-3D Hybrid Approach to Video Stabilization," Proc. IEEE Int'l Conf. CS-Aided Design and CS Graphics, pp. 146-150, 2011.
19. S. Baker, E.P. Bennett, S.B. Kang, and R. Szeliski, "Removing Rolling Shutter Wobble," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), pp. 2392-2399, 2010.
20. E. Ringaby and P.-E. Forssen, "Efficient Video Rectification and Stabilisation for Cell-Phones," Int'l J. Computer Vision, vol. 96, pp. 335-352, 2012.
21. M. Grundmann, V. Kwatra, D. Castro, and I. Essa, "Calibration- Free Rolling Shutter Removal," Proc. Int'l Conf. Computational Photography, 2012.
22. J. Shi and C. Tomasi, "Good Features to Track," Proc. IEEE CS Conf. Computer Vision and Pattern Recognition (CVPR), pp. 593-600, 1994.
23. R.I. Hartley and A. Zisserman, Multiple View Geometry in Computer Vision. Cambridge Univ. Press, 2000.
24. O. Sorkine and M. Alexa, "As-Rigid-as-Possible Surface Modeling," Proc. EUROGRAPHICS/ACM SIGGRAPH Symp. Geometry Processing, pp. 109-116, 2007
25. "Voodoo Camera Tracker: A Tool for the Integration of Virtual and Real Scenes,"http://www.digilab.uni-hannover.de/docs/manual.html, 2013.