Rate-distortion bound for joint compression and classification with application to multiaspect scattering

Abstract

Rate-distortion analysis is applied to the problem of joint compression and classification. A Lagrangian distortion measure is used to consider both the Euclidean error in reconstructing the original data as well as the classification performance. The bound is calculated based on an alternating-minimization procedure, representing an extension of the Blahut… (More)
DOI: 10.1109/DCC.2003.1194042

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