@inproceedings{fa9b8ebf80b1476f9fbf6fb21637c790,
title = "A stochastic model for video and its information rates",
abstract = "We propose a stochastic model for video and compute its information rates. The model has two sources of information representing ensembles of camera motion and visual scene data (i.e. {"}realities{"}). The sources of information are combined generating a vector process that we study in detail. Both lossless and lossy information rates are derived. The model is further extended to account for realities that change over time. We derive bounds on the lossless and lossy information rates for this dynamic reality model, stating conditions under which the bounds are tight. Experiments with synthetic sources suggest that in the presence of scene motion, simple hybrid coding using motion estimation with DPCM can be suboptimal relative to the true rate-distortion bound.",
author = "{Da Cunha}, {Arthur L.} and Minh Do and Martin Vetterli",
year = "2007",
doi = "10.1109/DCC.2007.8",
language = "English (US)",
isbn = "0769527914",
series = "Data Compression Conference Proceedings",
pages = "3--13",
booktitle = "Proceedings - DCC 2007",
note = "DCC 2007: 2007 Data Compression Conference ; Conference date: 27-03-2007 Through 29-03-2007",
}