Distributed video surveillance storage cost reduction using statistical multiplexing principle

摘要

A plurality of data streams are obtained; they may be compressed, uncompressed, or a mixture of compressed and uncompressed. Statistical parameters associated with each of the data streams are determined. A plurality of storage constraints are obtained. A plurality of output bit rates are determined for encoding or transcoding, as the case may be, each of the data streams, based on the statistical parameters and the storage constraints. The output bit rates are determined to jointly reduce (and preferably minimize) an overall cost. The overall cost includes the cost associated with storing compressed versions of the data streams. For each of the data streams, the encoding or transcoding into the compressed versions, is carried out in accordance with the output bit rates.