Gianfranco Doretto / Publications

Towards plenoptic dynamic textures

Doretto, G. and Soatto, S.
Towards plenoptic dynamic textures
Technical Report TR020043, UCLA Computer Science Department, 2002.

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Abstract

We present a technique to infer a model of the spatio-temporal statistics of a collection of images of dynamic scenes seen from a moving camera. We propose three inference algorithms that can be used to stabilize and register images of dynamic scenes, as well as to generate synthetic sequences where the motion of the vantage point can be controlled interactively.

BibTeX

@TechReport{UCLA-CSD-TR020043,
  Title                    = {Towards plenoptic dynamic textures},
  Author                   = {Doretto, G. and Soatto, S.},
  Institution              = {UCLA Computer Science Department},
  Year                     = {2002},
  Address                  = {Los Angeles, CA, USA},
  Month                    = nov,
  Number                   = {TR020043},
  Abstract                 = {We present a technique to infer a model of the spatio-temporal statistics of a collection of images of dynamic scenes seen from a moving camera. We propose three inference algorithms that can be used to stabilize and register images of dynamic scenes, as well as to generate synthetic sequences where the motion of the vantage point can be controlled interactively.},
  Bib2html_pubtype         = {Tech Reports},
  Bib2html_rescat          = {Dynamic Textures, Image Based Rendering, Registration from Dynamic Textures},
  File                     = {UCLA-CSD-TR020043.pdf:doretto\\report\\UCLA-CSD-TR020043.pdf:PDF;UCLA-CSD-TR020043.pdf:doretto\\report\\UCLA-CSD-TR020043.pdf:PDF},
  Keywords                 = {stereo and structure from motion, image-based modeling, multiview stereo, 3D reconstruction},
  Owner                    = {doretto}
}