Image Operators: Image Processing in Python - Tapa dura

Kinser, Jason M.

 
9781498796187: Image Operators: Image Processing in Python
Tapa dura
ISBN 10: 1498796184 ISBN 13: 9781498796187
Editorial: CRC Press, 2018

Sinopsis

For decades, researchers have been developing algorithms to manipulate and analyze images. From this, a common set of image tools now appear in many high-level programming languages. Consequently, the amount of coding required by a user has significantly lessened over the years. While the libraries for image analysis are coalescing to a common toolkit, the language of image analysis has remained stagnant. Often, textual descriptions of an analytical protocol consume far more real estate than does the computer code required to execute the processes. Furthermore, the textual explanations are sometimes vague or incomplete. This book offers a precise mathematical language for the field of image processing. Defined operators correspond directly to standard library routines, greatly facilitating the translation between mathematical descriptions and computer script. This text is presented with Python 3 examples.

  • This text will provide a unified language for image processing

  • Provides the theoretical foundations with accompanied Python® scripts to precisely describe steps in image processing applications

  • Linkage between scripts and theory through operators will be presented

  • All chapters will contain theories, operator equivalents, examples, Python® codes, and exercises

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Acerca del autor

Jason M Kinser, DSc, has been an associate professor at George Mason University for more than 18 years teaching courses in physics, computational science, bioinformatics and forensic science. Recently, he converted the traditional university physics course into an active learning technology environment at GMU. His research interests include modern teaching techniques, more effective methods in text-based education, image operators and analysis, pulse image processing and multi-domain data analysis. This book was born from a desire to engage students in physics education and to find ways of reducing the external costs that both students and institutions incur within the traditional education framework.Jason M Kinser, DSc, has been an associate professor at George Mason University for more than 18 years teaching courses in physics, computational science, bioinformatics and forensic science. Recently, he converted the traditional university physics course into an active learning technology environment at GMU. His research interests include modern teaching techniques, more effective methods in text-based education, image operators and analysis, pulse image processing and multi-domain data analysis. This book was born from a desire to engage students in physics education and to find ways of reducing the external costs that both students and institutions incur within the traditional education framework.

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Editorial
CRC Press
Año de publicación
2018
Idioma
Inglés
ISBN 10 
1498796184
ISBN 13 
9781498796187
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
366
Contacto del fabricante
no disponible
Persona responsable
no disponible

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9781032652429: Image Operators: Image Processing in Python

Edición Destacada

ISBN 10:  103265242X ISBN 13:  9781032652429
Editorial: CRC Press, 2023
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