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Random Sets : Theory and Applications - John Goutsias

Random Sets

Theory and Applications

By: John Goutsias (Editor), R.P.S. Mahler (Editor), H.T. Nguyen (Editor)

Hardcover Published: 30th October 1997
ISBN: 9780387983455
Number Of Pages: 416

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This IMA Volume in Mathematics and its Applications RANDOM SETS: THEORY AND APPLICATIONS is based on the proceedings of a very successful 1996 three-day Summer Program on "Application and Theory of Random Sets." We would like to thank the scientific organizers: John Goutsias (Johns Hopkins University), Ronald P.S. Mahler (Lockheed Martin), and Hung T. Nguyen (New Mexico State University) for their excellent work as organizers of the meeting and for editing the proceedings. We also take this opportunity to thank the Army Research Office (ARO), the Office ofNaval Research (0NR), and the Eagan, MinnesotaEngineering Center ofLockheed Martin Tactical Defense Systems, whose financial support made the summer program possible. Avner Friedman Robert Gulliver v PREFACE "Later generations will regard set theory as a disease from which one has recovered. " - Henri Poincare Random set theory was independently conceived by D.G. Kendall and G. Matheron in connection with stochastic geometry. It was however G.

Foreword
Preface
Image Modeling and Analysis
Morphological analysis of random sets
An introduction
Statistical problems for random sets
On estimating granulometric discrete size distributions of random sets
Logical granulometric filtering in the signal-union-clutter
On optimal filtering of morphologically smooth discrete random sets and related open problems
Information/Data Fusion and Expert Systems
On the maximum of conditonal entropy for upper/lower probabilities generated by random sets
Random sets in information fusion
An overview Cramer-Rao type bounds for random set problems
Random sets in data fusion
Multi-object state-estimation and much more
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9780387983455
ISBN-10: 0387983457
Series: IMA VOLUMES IN MATHEMATICS AND ITS APPLICATIONS
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 416
Published: 30th October 1997
Publisher: Springer-Verlag New York Inc.
Country of Publication: US
Dimensions (cm): 25.4 x 17.15  x 3.18
Weight (kg): 0.79