eBook - ePub

A Beginner’s Guide to Image Preprocessing Techniques

Name: A Beginner’s Guide to Image Preprocessing Techniques
ISBN: 9780429805103

Jyotismita Chaki,

Nilanjan Dey,

100 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

A Beginner’s Guide to Image Preprocessing Techniques

Jyotismita Chaki,

Nilanjan Dey,

About this book

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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Yes, you can access A Beginner’s Guide to Image Preprocessing Techniques by Jyotismita Chaki,Nilanjan Dey in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.