Beginner's Guide to Image Preprocessing Techniques

Name: Beginner's Guide to Image Preprocessing Techniques
Brand: Taylor & Francis Ltd
SKU: 9781138339316
Price: 1002.96 PLN
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Autor: Chaki, Jyotismita (Kalinga Institute of Industrial Technology (KIIT), Bhubaneswar, Odisha, India), Nilanjan Dey

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Oprawa: Twarda

Wydawca: Taylor & Francis Ltd

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For optimal computer vision outcomes, attention to image pre-processing is required so that one can...

Informacje o książce

Autor

Chaki, Jyotismita (Kalinga Institute of Industrial Technology (KIIT), Bhubaneswar, Odisha, India), Nilanjan Dey

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2018

strony

100

EAN

9781138339316

ISBN

9781138339316

Enbook ID

19750285

Wydawca

Taylor & Francis Ltd

Waga

317

Wymiary

156 x 235 x 13

Pełny opis

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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Beginner's Guide to Image Preprocessing Techniques

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