DocumentCode
1277945
Title
An adaptable time-delay neural-network algorithm for image sequence analysis
Author
Wohler, Christian ; Anlauf, Joachim K.
Author_Institution
DaimlerChrysler Res. & Technol., Ulm, Germany
Volume
10
Issue
6
fYear
1999
fDate
11/1/1999 12:00:00 AM
Firstpage
1531
Lastpage
1536
Abstract
We present an algorithm based on a time-delay neural network with spatio-temporal receptive fields and adaptable time delays for image sequence analysis. Our main result is that tedious manual adaptation of the temporal size of the receptive fields can be avoided by employing a method to adapt the corresponding time delay and related network structure parameters during the training process
Keywords
delays; image sequences; learning (artificial intelligence); neural nets; adaptable time-delay neural-network algorithm; image sequence analysis; spatio-temporal receptive fields; temporal size; training process; Backpropagation algorithms; Delay effects; Gray-scale; Image sequence analysis; Image sequences; Motion estimation; Neural networks; Neurons; Shape; Vehicle detection;
fLanguage
English
Journal_Title
Neural Networks, IEEE Transactions on
Publisher
ieee
ISSN
1045-9227
Type
jour
DOI
10.1109/72.809100
Filename
809100
Link To Document