Deep Learning in Image Processing and Pattern Recognition - Hardcover

 
9783725843718: Deep Learning in Image Processing and Pattern Recognition
Hardcover
ISBN 10: 3725843716 ISBN 13: 9783725843718
Publisher: Mdpi AG, 2025

Synopsis

This Reprint aims to provide readers with an extensive insight into the latest developments in image processing technology. As images are the main method by which humans acquire and exchange information, the application of image processing is inevitably involved in all aspects of human life. Currently, image processing technology holds a prominent role in the aerospace, public security, biomedicine, industrial engineering, and business communication fields. Recent years have seen the rapid development of image processing, especially with the application of deep learning, enabling it to become the most successfully applied intelligent technology. Pattern recognition is an important research field in image processing and includes image preprocessing, feature extraction and selection, classifier design, and classification decisions. Focusing on these elements, this Reprint covers advancements in thirteen research directions, including image preprocessing, features and selection of images, pattern recognition in image processing technology, image processing in intelligent transportation, hyperspectral image processing, biomedical image processing, image processing in intelligent monitoring, deep learning for image processing, deep learning for image processing.

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Publisher
Mdpi AG
Publication date
2025
Language
English
ISBN 10 
3725843716
ISBN 13 
9783725843718
Binding
Hardcover
Number of pages
610
Editor
Iwahori Yuji, Wang Aili, Wu Haibin