Spatio-temporal texture synthesis and image inpainting for video applications
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Spatio-temporal texture synthesis and image inpainting for video applications. / Kumar, Sanjeev; Biswas, Mainak; Belongie, Serge J.; Nguyen, Truong Q.
In: Proceedings - International Conference on Image Processing, ICIP, 2005, p. 85-88.Research output: Contribution to journal › Conference article › Research › peer-review
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TY - GEN
T1 - Spatio-temporal texture synthesis and image inpainting for video applications
AU - Kumar, Sanjeev
AU - Biswas, Mainak
AU - Belongie, Serge J.
AU - Nguyen, Truong Q.
PY - 2005
Y1 - 2005
N2 - In this paper we investigate the application of texture synthesis and image inpainting techniques for video applications. Working in the non-parametric framework, we use 3D patches for matching and copying. This ensures temporal continuity to some extent which is not possible to obtain by working with individual frames. Since, in present application, patches might contain arbitrary shaped and multiple disconnected holes, fast fourier transform (FFT) and summed area table based sum of squared difference (SSD) calculation [1] cannot be used. We propose a modification of above scheme which allows its use in present application. This results in significant gain of efficiency since search space is typically huge for video applications.
AB - In this paper we investigate the application of texture synthesis and image inpainting techniques for video applications. Working in the non-parametric framework, we use 3D patches for matching and copying. This ensures temporal continuity to some extent which is not possible to obtain by working with individual frames. Since, in present application, patches might contain arbitrary shaped and multiple disconnected holes, fast fourier transform (FFT) and summed area table based sum of squared difference (SSD) calculation [1] cannot be used. We propose a modification of above scheme which allows its use in present application. This results in significant gain of efficiency since search space is typically huge for video applications.
UR - http://www.scopus.com/inward/record.url?scp=33749624595&partnerID=8YFLogxK
U2 - 10.1109/ICIP.2005.1529997
DO - 10.1109/ICIP.2005.1529997
M3 - Conference article
AN - SCOPUS:33749624595
SP - 85
EP - 88
JO - Proceedings - International Conference on Image Processing, ICIP
JF - Proceedings - International Conference on Image Processing, ICIP
SN - 1522-4880
T2 - IEEE International Conference on Image Processing 2005, ICIP 2005
Y2 - 11 September 2005 through 14 September 2005
ER -
ID: 302054546