Thomas Lindblad,
Jason M. Kinser
Image Processing using Pulse-Coupled Neural Networks
Applications in Python
Gebonden Engels 2013 3e druk 9783642368769Levertijd ± 9 werkdagen
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Samenvatting
Image processing algorithms based on the mammalian visual cortex are powerful tools for extraction information and manipulating images. This book reviews the neural theory and translates them into digital models. Applications are given in areas of image recognition, foveation, image fusion and information extraction.
The third edition reflects renewed international interest in pulse image processing with updated sections presenting several newly developed applications. This edition also introduces a suite of Python scripts that assist readers in replicating results presented in the text and to further develop their own applications.
Specificaties
ISBN13:9783642368769
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:238
Uitgever:Springer Berlin Heidelberg
Druk:3
Hoofdrubriek:Geneeskunde, Computer en informatica
Lezersrecensies
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Inhoudsopgave
Biological Models.- Programming in Python.- NumPy, SciPy and Python Image Library.- The PCNN and ICM.- Image Analysis.- Feedback and Isolation.- Recognition and Classification.- Texture Recognition.- Color and Multiple Channels.- Image Signatures.- Logic.
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