A Beginner''s Guide to Image Preprocessing Techniques

Name: A Beginner''s Guide to Image Preprocessing Techniques
Brand: Taylor & Francis Ltd
SKU: 9781138339316
Price: 33850 KES
Availability: OutOfStock
ISBN: 9781138339316

by Jyotismita Chaki , Nilanjan Dey

Book Details

Format Hardback

Book Series Intelligent Signal Processing and Data Analysis

ISBN-10 1138339318

ISBN-13 9781138339316

Publisher Taylor & Francis Ltd

Imprint CRC Press

Country of Manufacture GB

Country of Publication GB

Publication Date Nov 5th, 2018

Print length 100 Pages

Weight 312 grams

Product Classification: Automatic control engineering Communications engineering / telecommunications Image processing

KSh 33,850.00

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This book emphasizes various image pre-processing methods which are necessary for early extraction of features from the image, leading to improved detection of local and global features. Different approaches for image enrichments and improvements are included that affect feature analysis, depending on how the procedures are employed. .

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

Get A Beginner''s Guide to Image Preprocessing Techniques by Jyotismita Chaki, Nilanjan Dey at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Taylor & Francis Ltd and it has 100 pages.