Hierarchical neural networks for image interpretation
General Material Designation
[Book]
First Statement of Responsibility
/ Sven Behnke
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Berlin ; New York
Name of Publisher, Distributor, etc.
: Springer,
Date of Publication, Distribution, etc.
, c2003.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xii, 224 p. , ill. , 24 cm.
SERIES
Series Title
(Lecture notes in computer science
Volume Designation
; 2766)
GENERAL NOTES
Text of Note
"This thesis is published in partial fulfillment of the requirements for the degree of "Doktor der Naturwissenschaften" (Dr. rer. nat.) at the Department of Mathematics and Computer Science of Freie Universita? Berlin"--T.p. verso.
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Electronic
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (p. [209]-220) and index.
CONTENTS NOTE
Text of Note
Neurobiological background -- Related work -- Neural abstraction pyramid architecture -- Unsupervised learning -- Supervised learning -- Recognition of meter values -- Binarization of matrix code -- Learning iterative image reconstruction -- Face localization -- Summary and conclusions.