Color in Computer Vision EBOOK Tooltip Fundamentals and Applications

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  • Engels
  • E-book
  • 9781118350065
  • Druk: 1
  • augustus 2012
  • 384 pagina's
  • Adobe ePub
Alle productspecificaties

Samenvatting

While the field of computer vision drives many of today's digital technologies and communication networks, the topic of color has emerged only recently in most computer vision applications. One of the most extensive works to date on color in computer vision, this book provides a complete set of tools for working with color in the field of image understanding.


Based on the authors' intense collaboration for more than a decade and drawing on the latest thinking in the field of computer science, the book integrates topics from color science and computer vision, clearly linking theories, techniques, machine learning, and applications. The fundamental basics, sample applications, and downloadable versions of the software and data sets are also included. Clear, thorough, and practical, Color in Computer Vision explains:

  • Computer vision, including color-driven algorithms and quantitative results of various state-of-the-art methods

  • Color science topics such as color systems, color reflection mechanisms, color invariance, and color constancy

  • Digital image processing, including edge detection, feature extraction, image segmentation, and image transformations

  • Signal processing techniques for the development of both image processing and machine learning

  • Robotics and artificial intelligence, including such topics as supervised learning and classifiers for object and scene categorization Researchers and professionals in computer science, computer vision, color science, electrical engineering, and signal processing will learn how to implement color in computer vision applications and gain insight into future developments in this dynamic and expanding field.


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Productspecificaties

Inhoud

Taal
Engels
Bindwijze
E-book
Druk
1
Verschijningsdatum
2015-09-06
Aantal pagina's
384 pagina's
Ebook formaat
Adobe ePub
Illustraties
Nee

Betrokkenen

Auteur
Theo Gevers Arjan Gijsenij
Co-auteur
Arjan Gijsenij
Uitgever
Wiley

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EAN

EAN
9781118350065

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Oorspronkelijke releasedatum
2012-08-14
Subtitel
Fundamentals and Applications
Thema Subject Code
TTBM

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