Coventional approach comprises of regsitering the video, detecting foreground and then filtering the ouput.
Edge Super-resolution
Publications
"Enriched Edge-Map Composite by Perceptual Fusion of Video Edge-maps.", V.Jain and B. B. Kimia, 3rd International Workshop on Dynamical Vision, ICCV 2007, Rio De Janeiro, Brazil, Accepted.
"Background Modeling of Subpixel Edges.", V.Jain, B. B. Kimia, and J. L. Mundy, International Conference of Image Processing, San Antonio, USA, September 2007.
"Segregation of moving objects using elastic matching." V. Jain, B. B. Kimia, and J. L. Mundy, Computer Vision and Image Understanding , To appear 2007.
"Figure-ground segregation of object in video using curve-matching." V. Jain, B. B. Kimia, and J. L. Mundy, in Eighth European Conference on Computer Vision , (Prague, Czech Republic), Springer Verlag, May 11-14 2004.