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Image Processing using Pulse-Coupled Neural Networks Applications in Python /
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 infor...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2013.
|
| Edición: | 3rd ed. 2013. |
| Colección: | Biological and Medical Physics, Biomedical Engineering,
|
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 001 | 978-3-642-36877-6 | ||
| 003 | DE-He213 | ||
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| 008 | 130514s2013 gw | s |||| 0|eng d | ||
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| 024 | 7 | |a 10.1007/978-3-642-36877-6 |2 doi | |
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| 100 | 1 | |a Lindblad, Thomas. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Image Processing using Pulse-Coupled Neural Networks |h [electronic resource] : |b Applications in Python / |c by Thomas Lindblad, Jason M. Kinser. |
| 250 | |a 3rd ed. 2013. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2013. | |
| 300 | |a XXIV, 238 p. |b online resource. | ||
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| 490 | 1 | |a Biological and Medical Physics, Biomedical Engineering, |x 2197-5647 | |
| 505 | 0 | |a 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. | |
| 520 | |a 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. | ||
| 650 | 0 | |a Signal processing. | |
| 650 | 0 | |a Computer vision. | |
| 650 | 0 | |a Biophysics. | |
| 650 | 0 | |a Biomedical engineering. | |
| 650 | 0 | |a Mathematical physics. | |
| 650 | 0 | |a Image processing-Digital techniques. | |
| 650 | 1 | 4 | |a Signal, Speech and Image Processing . |
| 650 | 2 | 4 | |a Computer Vision. |
| 650 | 2 | 4 | |a Biophysics. |
| 650 | 2 | 4 | |a Biomedical Engineering and Bioengineering. |
| 650 | 2 | 4 | |a Theoretical, Mathematical and Computational Physics. |
| 650 | 2 | 4 | |a Computer Imaging, Vision, Pattern Recognition and Graphics. |
| 700 | 1 | |a Kinser, Jason M. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783642368783 |
| 776 | 0 | 8 | |i Printed edition: |z 9783642440335 |
| 776 | 0 | 8 | |i Printed edition: |z 9783642368769 |
| 830 | 0 | |a Biological and Medical Physics, Biomedical Engineering, |x 2197-5647 | |
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| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||