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Digital image processing with C++ : implementing reference algorithms with the CImg library / David Tschumperle, Christophe Tilmant and Vincent Barra.

By: Contributor(s): Material type: TextTextPublisher: Boca Raton, FL : CRC Press, 2023Edition: First editionDescription: pages cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781032347523
  • 9781032347530
Subject(s): Additional physical formats: Online version:: Digital image processing with C++.DDC classification:
  • 005.13/3 23/eng/20221006
LOC classification:
  • TA1637 .T83 2023
Summary: "Digital Image Processing with C++ presents the theory of digital image processing, and implementations of algorithms using a dedicated library. Processing a digital image means transforming its content (denoising, stylizing, etc.), or extracting information to solve a given problem (object recognition, measurement, motion estimation, etc.). This book presents the mathematical theories underlying digital image processing, as well as their practical implementation through examples of algorithms implemented in the C++ language, using the free and easy-to-use CImg library. Chapters cover in a broad way the field of digital image processing and proposes practical and functional implementations of each method theoretically described. The main topics covered include filtering in spatial and frequency domains, mathematical morphology, feature extraction and applications to segmentation, motion estimation, multispectral image processing and 3D visualization. Students or developers wishing to discover or specialize in this discipline, teachers and researchers wishing to quickly prototype new algorithms, or develop courses, will all find in this book material to discover image processing or deepen their knowledge in this field"-- Provided by publisher.
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Item type Current library Call number Status Date due Barcode
Books Books RLKU Library & Information Resource Center 005 TSC (Browse shelf(Opens below)) Available 12761
Books Books RLKU Library & Information Resource Center 005 TSC (Browse shelf(Opens below)) Available 12762
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Books Books RLKU Library & Information Resource Center 005 TSC (Browse shelf(Opens below)) Available 12764
Books Books RLKU Library & Information Resource Center 005 TSC (Browse shelf(Opens below)) Available 12765

Includes bibliographical references and index.

"Digital Image Processing with C++ presents the theory of digital image processing, and implementations of algorithms using a dedicated library. Processing a digital image means transforming its content (denoising, stylizing, etc.), or extracting information to solve a given problem (object recognition, measurement, motion estimation, etc.). This book presents the mathematical theories underlying digital image processing, as well as their practical implementation through examples of algorithms implemented in the C++ language, using the free and easy-to-use CImg library. Chapters cover in a broad way the field of digital image processing and proposes practical and functional implementations of each method theoretically described. The main topics covered include filtering in spatial and frequency domains, mathematical morphology, feature extraction and applications to segmentation, motion estimation, multispectral image processing and 3D visualization. Students or developers wishing to discover or specialize in this discipline, teachers and researchers wishing to quickly prototype new algorithms, or develop courses, will all find in this book material to discover image processing or deepen their knowledge in this field"-- Provided by publisher.

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