Spatial statistics and imaging: Papers from the Research Conference on Image Analysis and Spatial Statistics held at Bowdoin College, Brunswick, Maine, Summer 1988

Editor(s) Antonio Possolo

IMS Lecture Notes Monogr. Ser., 20: 426pp. (1991). DOI: 10.1214/lnms/1215460484

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Institute of Mathematical Statistics Lecture Notes - Monograph Series, Volume 20

426 pp.

Published: 1991

First available in Project Euclid: 7 July 2008

MathSciNet: MR1195556

Digital Object Identifier: 10.1214/lnms/1215460484

ISBN: 0940600277

Subjects:

Primary: 62-06

Secondary: 68U05

Institute of Mathematical Statistics Lecture Notes - Monograph Series

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Miscellaneous Frontmatter

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, i-ii (1991). Open Access

Preamble

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, iii-iii (1991). Open Access

Participants

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, iv-v (1991). Open Access

Introduction

António Possolo

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, vi-viii (1991). https://doi.org/10.1214/lnms/1215460488 Open Access

Inference for hidden Markov models

Lars Smedegaard Andersen

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 1-13 (1991). https://doi.org/10.1214/lnms/1215460489 Open Access

KEYWORDS: 62M40, 62M05

Logistic regression for spatial pair-potential models

Merlise Clyde , David Strauss

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 14-30 (1991). https://doi.org/10.1214/lnms/1215460490 Open Access

KEYWORDS: 62M30

Modeling growth with random sets

Noel Cressie

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 31-45 (1991). https://doi.org/10.1214/lnms/1215460491 Open Access

KEYWORDS: 60D05, 62F10, 62M30

Inference about the shape of neighboring points in fields

J. L. Denny , A. L. Wright

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 46-54 (1991). https://doi.org/10.1214/lnms/1215460492 Open Access

KEYWORDS: 62M05, 60J10, 62F05, 62M40

On the choice of the regularization parameter: the case of binary images in the Bayesian restoration framework

J. M. Dinten , X. Guyon , J. F. Yao

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 55-77 (1991). https://doi.org/10.1214/lnms/1215460493 Open Access

KEYWORDS: 60G35, 62M40, 68U10

Use of prior information in coded-aperture imaging

T. A. Gooley , H. H. Barrett , T. J. Roney , W. E. Smith

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 90-102 (1991). https://doi.org/10.1214/lnms/1215460494 Open Access

Spatial statistics of random networks and a problem in river basin hydrology

Vijay K. Gupta , Ed Waymire

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 103-111 (1991). https://doi.org/10.1214/lnms/1215460495 Open Access

KEYWORDS: 62H11

Linear discriminant analysis in image restoration and the prediction of error rate

John Haslett , Graham Horgan

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 112-129 (1991). https://doi.org/10.1214/lnms/1215460496 Open Access

KEYWORDS: 62H30, 62M30, 68U10

Some estimation problems for Gibbs states

Chuanshu Ji

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 130-137 (1991). https://doi.org/10.1214/lnms/1215460497 Open Access

KEYWORDS: 62M30, 60K35, 82B10

Moment estimation for stationary point processes in $\bold R\sp d$

Emmanuel Jolivet

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 138-149 (1991). https://doi.org/10.1214/lnms/1215460498 Open Access

KEYWORDS: 62M09, 60G55, 62G05

Aggregation and refinement in binary image restoration

M. Jubb , C. Jennison

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 150-162 (1991). https://doi.org/10.1214/lnms/1215460499 Open Access

A comparison of smoothing parameter choices in image restoration

J. W. Kay

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 163-175 (1991). https://doi.org/10.1214/lnms/1215460500 Open Access

KEYWORDS: 62M30, 62G05, 68U10

Iterative Bayesian contextual classification of remotely sensed data

R. Klein , S. J. Press

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 176-185 (1991). https://doi.org/10.1214/lnms/1215460501 Open Access

Bayesian ART versus conjugate gradient methods in tomographic seismic imaging: an application at Mount St. Helens, Washington

J. M. Lees , R. S. Crosson

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 186-208 (1991). https://doi.org/10.1214/lnms/1215460502 Open Access

The use of a stopping rule in iterative image reconstruction

J. Llacer , E. Veklerov

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 209-226 (1991). https://doi.org/10.1214/lnms/1215460503 Open Access

Solutions of underdetermined systems of linear equations

W. R. Madych

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 227-238 (1991). https://doi.org/10.1214/lnms/1215460504 Open Access

KEYWORDS: 62G05, 65F30

On the equivalence of regular grammars and stochastic constraints: applications to image processing on massively parallel processors

Michael I. Miller , Badrinath Roysam , Kurt Smith , Jan Tijmen Udding

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 239-257 (1991). https://doi.org/10.1214/lnms/1215460505 Open Access

KEYWORDS: 68Q50, 68U10

On the asymptotic behavior of some statistics based on morphological operations

Marc Moore , Sylvain Archambault

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 258-274 (1991). https://doi.org/10.1214/lnms/1215460506 Open Access

KEYWORDS: 60F15, 62M30

Multidimensional multivariable smoothing

Donald E. Myers

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 275-285 (1991). https://doi.org/10.1214/lnms/1215460507 Open Access

KEYWORDS: 62M30, 65D10, 65U05

Subsampling a random field

Antonio Possolo

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 286-294 (1991). https://doi.org/10.1214/lnms/1215460508 Open Access

KEYWORDS: 62M05, 60G60, 62M40

Testing association between spatial processes

S. Richardson , P. Clifford

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 295-308 (1991). https://doi.org/10.1214/lnms/1215460509 Open Access

The use of spatial models as image priors

B. D. Ripley

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 309-340 (1991). https://doi.org/10.1214/lnms/1215460510 Open Access

Bayesian maximum entropy image reconstruction

John Skilling , Stephen F. Gull

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 341-367 (1991). https://doi.org/10.1214/lnms/1215460511 Open Access

KEYWORDS: 62F15, 62M30, 68U10

A case study in statistical image processing: positron-emission tomography

D. L. Snyder , D. G. Politte , M. I. Miller

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 368-381 (1991). https://doi.org/10.1214/lnms/1215460512 Open Access

Measure of similarity between two images

C. C. Taylor

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 382-391 (1991). https://doi.org/10.1214/lnms/1215460513 Open Access

Choosing the regularization parameter in image restoration

D. M. Titterington

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 392-402 (1991). https://doi.org/10.1214/lnms/1215460514 Open Access

KEYWORDS: 62M30, 62G05, 68U10

Maximum likelihood estimation for Gibbsian fields

Laurent Younes

Institute of Mathematical Statistics Lecture Notes - Monograph Series Vol. 20, 403-426 (1991). https://doi.org/10.1214/lnms/1215460515 Open Access

KEYWORDS: 62M40, 60G60

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