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Published by Taylor & Francis Ltd, 2020
ISBN 10: 0367570807 ISBN 13: 9780367570804
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Jyotismita Chaki, PhD. has done her PhD (Engg) from Jadavpur University, School of Education Technology Department, Kolkata, India. Her research interests include: Computer Vision and Image Processing, Pattern Recognition, Medical Imagin.
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Taschenbuch. Condition: Neu. A Beginner's Guide to Image Preprocessing Techniques | Jyotismita Chaki (u. a.) | Taschenbuch | Einband - flex.(Paperback) | Englisch | 2020 | CRC Press | EAN 9780367570804 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.
Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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 FeaturesDescribes the methods used to prepare images for further analysis which includes noise removal, enhancement, segmentation, local, and global feature descriptionIncludes image data pre-processing for neural networks and deep learningCovers geometric, pixel brightness, filtering, mathematical morphology transformation, and segmentation pre-processing techniquesIllustrates a combination of basic and advanced pre-processing techniques essential to computer vision pipelineDetails complications to resolve using image pre-processing.