Navier-stokes, fluid dynamics, and image and video inpainting
Bertalmio, M.; Bertozzi, A.L.; Sapiro, G.,
In CVPR '01: Procedfins of IEEE Conference on Computer Vision and Pattern Recognition, vol.1, no., pp.I-355,I-362, 2001

Space-time video completion
Wexler, Y., Shechtman, E., and Irani, M.
In CVPR '04: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2004. vol.1, no. 27, pp.I-120,I-127, July 2004.

Video inpainting of occluding and occluded objects
Patwardhan, K.A., Sapiro, G., and Bertalmio, M.
In ICIP '05: Proceedings of the IEEE International Conference on Image Processing 2005, vol. 2, pp.69-72 Sep. 2005.

Efficient object-based video inpainting
M. Vijay Venkatesh, Sen-ching Samson Cheung, and Jian Zhao.
Pattern Recogn. Lett. 30, 2 (January 2009), 168-179.

Efficient Object-Based Video Inpainting
Cheung, S.S., Jian Zhao, and Vijay Venkatesh, M.,
In ICIP '06: Proceedings of the IEEE International Conference on Image Processing 2006, pp.705,708, 8-11 Oct. 2006.
(PS. This is the conference version of the one above).

MovieReshape: Tracking and Reshaping of Humans in Videos
Arjun Jain, Thorsten Thormählen, Hans-Peter Seidel, Christian Theobalt
ACM Trans. Graph. 29 (5) (Proc. SIGGRAPH Asia 2010)
http://www.mpi-inf.mpg.de/resources/MovieReshape/

Background Inpainting for Videos with Dynamic Objects and a Free-moving Camera
M. Granados, K. I. Kim, J. Tompkin, J. Kautz, C. Theobalt
In ECCV '12: Proceedings of the European Conference on Computer Vision 2012
http://www.mpi-inf.mpg.de/~granados/papers/granados12b_vidbginp.pdf
http://www.mpi-inf.mpg.de/~granados/projects/vidbginp/

Misc

A survey (?) paper:
Video Inpainting
Sean Moran (sean.moran@cantab.net)
http://homepages.inf.ed.ac.uk/rbf/CVonline/LOCAL_COPIES/AV0809/moran.pdf
http://free.ebooks6.com/Video-Inpainting-download-w9497.pdf