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A Beginner’s Guide to Image Preprocessing Techniques
Engelsk
Bogcover for A Beginner’s Guide to Image Preprocessing Techniques af Jyotismita Chaki, Nilanjan Dey, 9780367570804
Specifikationer
Sprog:
Engelsk
Sider:
100
ISBN-13:
9780367570804
Indbinding:
Paperback
ISBN-10:
0367570807
Udg. Dato:
30 jun 2020
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
30 jun 2020

A Beginner’s Guide to Image Preprocessing Techniques

Engelsk
Paperback 2020
Format:

Bog beskrivelse

For optimal computer vision outcomes, attention to image pre-processing is required so that one can improve image features by eliminating unwanted falsification. This book emphasizes various image pre-processing methods which are necessary for early extraction of features from the image. Effective use of image pre-processing can offer advantages and resolve complications that finally results in improved detection of local and global features. Different approaches for image enrichments and improvements are conferred in this book that will affect the feature analysis depending on how the procedures are employed.



Key Features







  • Describes the methods used to prepare images for further analysis which includes noise removal, enhancement, segmentation, local, and global feature description






  • Includes image data pre-processing for neural networks and deep learning






  • Covers geometric, pixel brightness, filtering, mathematical morphology transformation, and segmentation pre-processing techniques






  • Illustrates a combination of basic and advanced pre-processing techniques essential to computer vision pipeline






    • Details complications to resolve using image pre-processing


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    Specifikationer
    Sprog:
    Engelsk
    Sider:
    100
    ISBN-13:
    9780367570804
    Indbinding:
    Paperback
    ISBN-10:
    0367570807
    Udg. Dato:
    30 jun 2020
    Størrelse i cm:
    23,4 x 15,6
    Oplagsdato:
    30 jun 2020
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