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Proceedings Paper

Theoretical Performance Models For Interframe Transform And Hybrid Transform/DPCM Coders
Author(s): John A. Roese; William K. Pratt
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Paper Abstract

This paper describes research which extends transform and linear predictive spatial domain image coding concepts to the coding of frame-to-frame sequences of digital images. The emphasis is directed towards interframe image coding systems that exploit temporal as well as spatial image redundancies. Interframe coder implementations investigated include three-dimensional unitary transform coders and hybrid coders which employ two-dimensional transforms in the spatial domain coupled with first-order DPCM predictive coding in the temporal domain. Based on a statistical image representation, models are developed for transform coefficient and transform coefficient temporal difference variance matrices. Using these models, theoretical MSE performance levels for both coders are determined as a function of spatial subblock size. Results are verified by computer simulation experiments.

Paper Details

Date Published: 13 December 1976
PDF: 8 pages
Proc. SPIE 0087, Advances in Image Transmission Techniques, (13 December 1976); doi: 10.1117/12.954993
Show Author Affiliations
John A. Roese, Naval Undersea Center (United States)
William K. Pratt, University of Southern California (United States)


Published in SPIE Proceedings Vol. 0087:
Advances in Image Transmission Techniques
Andrew G. Tescher, Editor(s)

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