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Principles of Digital Image Processing for Agricultural Applications

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Title: Principles of Digital Image Processing for Agricultural Applications
Description: This book is designed for undergraduate and post-graduate agricultural science students and agricultural engineering researchers to provide a comprehensive insight into the role of digital image processing in agriculture, and its basic principles to solve agriculture issues. This book is constructed with 11 different chapters comprising an introduction to digital image processing, various applications of digital image processing, the role of image processing in the agriculture sector, an overview of fundamental digital image processing procedures, image acquisition methods appropriate for various agricultural situations, image enhancement tools for images acquired in different conditions, image segmentation methods concerned with plant and agriculture images, feature extraction techniques applicable for agricultural images, image classification or pattern recognition to solve agricultural problems, quality assessment metrics of reference and non-reference agriculturally important images and a case study on successful digital image processing application on the banana.
Authors: Suryaprabha Deenan
Resource Type: eBook.
Subjects: Agricultural innovations, Image processing--Digital techniques, Agricultural informatics
Categories: SCIENCE / Applied Sciences
Database: eBook Collection (EBSCOhost)
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  Availability: 0
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PubType: eBook
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  Data: Principles of Digital Image Processing for Agricultural Applications
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  Data: This book is designed for undergraduate and post-graduate agricultural science students and agricultural engineering researchers to provide a comprehensive insight into the role of digital image processing in agriculture, and its basic principles to solve agriculture issues. This book is constructed with 11 different chapters comprising an introduction to digital image processing, various applications of digital image processing, the role of image processing in the agriculture sector, an overview of fundamental digital image processing procedures, image acquisition methods appropriate for various agricultural situations, image enhancement tools for images acquired in different conditions, image segmentation methods concerned with plant and agriculture images, feature extraction techniques applicable for agricultural images, image classification or pattern recognition to solve agricultural problems, quality assessment metrics of reference and non-reference agriculturally important images and a case study on successful digital image processing application on the banana.
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  Data: <searchLink fieldCode="DE" term="%22Agricultural+innovations%22">Agricultural innovations</searchLink><br /><searchLink fieldCode="DE" term="%22Image+processing--Digital+techniques%22">Image processing--Digital techniques</searchLink><br /><searchLink fieldCode="DE" term="%22Agricultural+informatics%22">Agricultural informatics</searchLink>
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      – Code: 630.2085
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Agricultural innovations
        Type: general
      – SubjectFull: Image processing--Digital techniques
        Type: general
      – SubjectFull: Agricultural informatics
        Type: general
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      – TitleFull: Principles of Digital Image Processing for Agricultural Applications
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            NameFull: Suryaprabha Deenan
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2023
            – D: 17
              M: 09
              Type: profile
              Y: 2024
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            – TitleFull: Principles of Digital Image Processing for Agricultural Applications
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