Tags: analog signal processing, compact groups, donoho, electric circuits, fourier analysis, grunbaum, hyperbolic geometry, image registration, jpeg 2000, motion group, msri publications, n saito, nonlinear inverse problems, optic fibers, phylogenetic trees, rockmore, sparsity, spherical functions, statistical independence, statistical pattern recognition,
Modern Signal Processing
MSRI Publications
Volume 46, 2003
Contents
Introduction ix
D. Rockmore and D. Healy
Hyperbolic Geometry, Nehari's Theorem, Electric Circuits, and Analog
Signal Processing 1
J. Allen and D. Healy
Engineering Applications of the Motion-Group Fourier Transform 63
G. Chirikjian and Y. Wang
Fast X-Ray and Beamlet Transforms for Three-Dimensional Data 79
D. Donoho and O. Levi
Fourier Analysis and Phylogenetic Trees 117
S. Evans
Diffuse Tomography as a Source of Challenging Nonlinear Inverse
Problems for a General Class of Networks 137
¨
A. Grunbaum
An Invitation to Matrix-valued Spherical Functions 147
¨
A. Grunbaum, I. Pacharoni and J. Tirao
Image Registration for MRI 161
P. Kostelec and S. Periaswamy
Image Compression: The Mathematics of JPEG 2000 185
Jin Li
Integrated Sensing and Processing for Statistical Pattern Recognition 223
C. Priebe, D. Marchette, and D. Healy
Sampling of Functions and Sections for Compact Groups 247
D. Maslen
The CooleyTukey FFT and Group Theory 281
D. Maslen and D. Rockmore
vii
viii CONTENTS
Signal Processing in Optic Fibers 301
¨
U. Osterberg
The Generalized Spike Process, Sparsity and Statistical Independence 317
N. Saito