Optical Flow Estimation Using Pulse Coupled Neural Networks
Book Details
Format
Paperback / Softback
ISBN-10
3639017072
ISBN-13
9783639017076
Publisher
VDM Verlag Dr. Mueller E.K.
Imprint
VDM Verlag Dr. Mueller E.K.
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 13th, 2008
Print length
52 Pages
Weight
92 grams
Dimensions
15.20 x 23.00 x 0.70 cms
Product Classification:
Computer science
Ksh 7,300.00
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Most of the ways for Optical Flow estimation in computer vision depend on static algorithms or dynamic algorithms which need some kind of training. The subject of this work is to use a model of biological neural networks called Pulse Coupled Neural Networks, which try to model biological neuronal networks in a more accurate manner, to implement a system for Optical Flow estimation which needs no training and is suitable for the use with both artificial and natural images. Beginning with a introduction to the subject and the problems of Optical Flow estimation as well as to Pulse Coupled Neural Networks this book suggests a multi layer architecture which should enable the reader to implement a system on his own.
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