Hierarchical neural networks for image interpretation
[Book]
/ Sven Behnke
Berlin ; New York
: Springer,
, c2003.
xii, 224 p. , ill. , 24 cm.
(Lecture notes in computer science
; 2766)
"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.
Electronic
Includes bibliographical references (p. [209]-220) and index.
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.