Both pattern recognition and signal processing are rapidly growing areas. Organized with emphasis on many inter-relations between the two areas, a NATO Advanced Study Institute on Pattern Recognition and Signal Processing was held June 25th - July 4, 1978 at the E.N.S.T. (Department of Electronics) in Paris, France. This volume is the Proceedings of the Institute. It contains what I believed to be a truly outstanding collection of papers which cover all major activities in both pattern recognition and signal processing. The papers are grouped by topics as I. Syntactic paper numbers 1, 2. II. Statistical paper numbers 3, 4, 5, 6. III. Detection and paper numbers 7, 8. IV. Image Processing, Modelling, and paper numbers 9, 10, 11, 12. V. Speech paper numbers 13, 14. VI. Radar paper number 15. Seismic paper number 16. VII. Biomedical paper numbers 17, 18, 19. VIII. IX. Reconstruction From paper numbers 20, 21- X. Signal Modelling and paper numbers 22, 23, 24. XI. NATO Pattern Recognition Research Study Group paper number 25. It is my strong belief that there is a need for continuing interaction between pattern recognition and signal processing. The book will serve as a useful text and reference for such a need, and for both areas. Finally on behalf of all participants of the Institute, I would like to thank Drs. T. Kester and M. N. Czdas of NATO for their support.

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