Image Models (and their Speech Model Cousins)

  • Stephen E. Levinson
  • Larry Shepp

Part of the The IMA Volumes in Mathematics and its Applications book series (IMA, volume 80)

Table of contents

  1. Front Matter
    Pages i-ix
  2. Gabor T. Herman, Michael Chan, Yair Censor, Emanuel Levitan, Robert M. Lewitt, T. K. Narayan
    Pages 63-89
  3. F. Jelinek
    Pages 91-105
  4. Kevin E. Mark, Michael I. Miller, Ulf Grenander
    Pages 131-140
  5. David O. Nelson, Terence P. Speed
    Pages 141-152
  6. Larry Shepp
    Pages 153-159
  7. Back Matter
    Pages 199-204

About these proceedings

Introduction

This IMA Volume in Mathematics and its Applications IMAGE MODELS (AND THEIR SPEECH MODEL COUSINS) is based on the proceedings of a workshop that was an integral part of the 1993-94 IMA program on "Emerging Applications of Probability." We thank Stephen E. Levinson and Larry Shepp for organizing the workshop and for editing the proceedings. We also take this opportunity to thank the National Science Foundation, the Army Research Office, and the National Security Agency, whose financial support made the workshop possible. A vner Friedman Willard Miller, Jr. v PREFACE This volume is an attempt to explore the interface between two diverse areas of applied mathematics that are both "customers" of the maximum likelihood methodology: emission tomography (on the one hand) and hid­ den Markov models as an approach to speech understanding (on the other hand). There are other areas where maximum likelihood is used, some of which are represented in this volume: parsing of text (Jelinek), microstruc­ ture of materials (Ji), and DNA sequencing (Nelson). Most of the partici­ pants were in the main areas of speech or emission density reconstruction. Of course, there are many other areas where maximum likelihood is used that are not represented here.

Keywords

Clustering Markov Transformation Wavelet algorithm expectation–maximization algorithm model modeling

Editors and affiliations

  • Stephen E. Levinson
    • 1
  • Larry Shepp
    • 2
  1. 1.Bell LaboratoriesMurray HillUSA
  2. 2.Bell LaboratoriesMurray HillUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4612-4056-3
  • Copyright Information Springer-Verlag New York 1996
  • Publisher Name Springer, New York, NY
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4612-8482-6
  • Online ISBN 978-1-4612-4056-3
  • Series Print ISSN 0940-6573
  • About this book