Composite Model Of A 3-D Image

I. J. Dukhovich

doi:10.1117/12.959402

11 November 1980 Composite Model Of A 3-D Image

I. J. Dukhovich

Proceedings Volume 0249, Advances in Image Transmission II; (1980) https://doi.org/10.1117/12.959402
Event: 24th Annual Technical Symposium, 1980, San Diego, United States

Abstract

This paper presents a composite model of a moving (3-D) image especially useful for the sequential image processing and encoding. A non-linear predictor based on the composite model is described. The performance of this predictor is used as a measure of the validity of the model for a real image source. The minimization of a total mean square prediction error provides an inequality which determines a condition for the profitable use of the composite model and can serve as a decision device for the selection of the number of subsources within the model. The paper also describes statistical properties of the prediction error and contains results of computer simultation of two non-linear predictors in the case of perfect classification between subsources.

Citation Download Citation

I. J. Dukhovich "Composite Model Of A 3-D Image", Proc. SPIE 0249, Advances in Image Transmission II, (11 November 1980); https://doi.org/10.1117/12.959402

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