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9783540662945

Energy Minimization Methods in Computer Vision and Pattern Recognition : 2nd International Workshop, EMMCVPR'99, York, U. K., July 26-29, 1999, Proceedings

by ; ;
  • ISBN13:

    9783540662945

  • ISBN10:

    3540662944

  • Format: Paperback
  • Copyright: 1999-11-01
  • Publisher: Springer Verlag
  • Purchase Benefits
List Price: $99.00

Summary

This book constitutes the refereed proceedings of the Second International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR'99, held in York, UK in July 1999.The book presents 11 revised full papers together with 11 papers presented at the meeting as posters. Those papers were selected from a total of 33 submissions. The book is divided in sections on shape, minimum description length, Markov random fields, contours, search and consistent labeling, tracking and video, and biomedical applications.

Table of Contents

Shape
A Hamiltonian Approach to the Eikonal Equation
1(13)
K. Siddiqi
A. Tannenbaum
S. W. Zucker
Topographic Surface Structure from 2D Images Using Shape-from-Shading
14(16)
P.L. Worthington
E.R. Hancock
Harmonic Shape Images: A Representation for 3D Free-Form Surfaces Based on Energy Minimization
30(14)
D. Zhang
M. Hebert
Deformation Energy for Size Functions
44(10)
P. Donatini
P. Frosini
C. Landi
Minimum Description Length
On Fitting Mixture Models
54(16)
M.A.T. Figueiredo
J.M.N. Leitao
A.K. Jain
Bayesian Models for Finding and Grouping Junctions
70(13)
M.A. Cazorla
F. Escolano
D. Gallardo
R. Rizo
Markov Random Fields
Semi-iterative Inferences with Hierarchical Energy-Based Models for Image Analysis
83(16)
A. Chardin
P. Perez
Metropolis vs Kawasaki Dynamic for Image Segmentation Based on Gibbs Models
99(16)
X. Descombes
E. Pechersky
Hyperparameter Estimation for Satellite Image Restoration by a MCMCML Method
115(16)
A. Jalobeanu
L. Blanc-Feraud
J. Zerubia
Auxiliary Variables for Markov Random Fields with Higher Order Interactions
131(11)
R.D. Morris
Unsupervised Multispectral Image Segmentation Using Generalized Gaussian Noise Model
142(15)
P. Rostaing
J.-N. Provost
C. Collet
Contours
Adaptive Bayesian Contour Estimation: A Vector Space Representation Approach
157(16)
J.M.B. Dias
Adaptive Pixel-Based Data Fusion for Boundary Detection
173(16)
T. Kubota
Search and Consistent Labeling
Bayesian A* Tree Search with Expected O(N) Convergence Rates for Road Tracking
189(16)
J.M. Coughlan
A.L. Yuille
A New Algorithm for Energy Minimization with Discontinuities
205(16)
Y. Boykov
O. Veksler
R. Zabih
Convergence of a Hill Climbing Genetic Algorithm for Graph Matching
221(16)
A.D.J. Cross
E.R. Hancock
A New Distance Measure for Non-rigid Image Matching
237(16)
A. Rangarajan
H. Chui
E. Mjolsness
Continuous-Time Relaxation Labeling Processes
253(16)
A. Torsello
M. Pelillo
Tracking and Video
Realistic Animation Using Extended Adaptive Mesh for Model Based Coding
269(16)
L. Yin
A. Basu
Maximum Likelihood Inference of 3D Structure from Image Sequences
285(16)
P.M.Q. Aguiar
J.M.F. Moura
Biomedical Applications
Magnetic Resonance Imaging Based Correction and Reconstruction of Positron Emission Tomography Images
301(16)
J. Oakley
J. Missimer
G. Szekely
Markov Random Field Modelling of fMRI Data Using a Mean Field EM-algorithm
317(14)
M. Svensen
F. Kruggel
D.Y. von Cramon
Author Index 331

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