Ankur Dumka,AlaknandaAshok,Parag Verma,Poonam Verma
Advanced Digital Image Processing and Its Applications in Big Data
Advanced Digital Image Processing and Its Applications in Big Data
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- More about Advanced Digital Image Processing and Its Applications in Big Data
This book covers the technology of digital image processing in various fields with big data and their applications,using machine-learning techniques to improve skills in engineering, agriculture, and medical imaging. It also covers new concepts in color interpolation, image compression standards, remote sensing, medical science, traffic management, education, innovation, and analysis in agricultural design and image processing.
Format: Paperback / softback
Length: 224 pages
Publication date: 09 January 2023
Publisher: Taylor & Francis Ltd
This comprehensive book delves into the realm of digital image processing, exploring its diverse applications in various fields, particularly in the context of big data. It aims to provide readers with a comprehensive understanding of the technologies and strategies employed in this field, as well as the challenges associated with handling large datasets. By employing machine-learning techniques, the book aims to enhance the skills of students and researchers in engineering, agriculture, and medical imaging.
The book encompasses a wide range of topics, including biomedical science and biometric image processing, content-based image retrieval, remote sensing, pattern recognition, shape and texture analysis. It also delves into new concepts in color interpolation, image compression standards, and applications of remote sensing, medical science, traffic management, education, innovation, and analysis in agricultural design and image processing.
The book adopts a holistic approach, covering both theoretical and practical knowledge in the field. It discusses both soft and hard computing approaches, providing in-depth explanations of major image processing tasks. Additionally, the book offers a comprehensive bibliography for further research, making it an invaluable resource for both novice and experienced practitioners in the field.
With its extensive coverage and practical insights, this book is an essential tool for anyone seeking to advance their understanding of digital image processing and its applications in the era of big data.
Weight: 435g
Dimension: 234 x 156 (mm)
ISBN-13: 9780367637750
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