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ADVANCED DIGITAL IMAGE PROCESSING AND ITS APPLICATIONS IN BI IBD

ALAKNANDA ASHOK / ANKUR DUMKA / PARAG VERMA
CRC PRESS
01 / 2023
9780367637750
Inglés

Sinopsis

This book covers the technology of digital image processing in various fields with big data and their applications. Readers will understand various technologies and strategies used in digital image processing as well as handling big data, using machine-learning techniques. This book will help to improve the skills of students and researchers in such fieldsáas engineering, agriculture, and medical imaging.áThere is a need to be able to understand and analyse the latest developments of digital image technology. As such, this book will cover:·áááááá Applications such as biomedical science and biometric image processing, content-based image retrieval, remote sensing, pattern recognition, shape and texture analysis·áááááá New concepts in color interpolation to produce the full color from the sub-pattern bare pattern color prevalent in todayâÇÖs digital cameras and other imaging devices·áááááá Image compression standards that are needed to serve diverse applications·áááááá Applications of remote sensing, medical science, traffic management, education, innovation, and analysis in agricultural design and image processing·áááááá Both soft and hard computing approaches at great length in relation to major image processing tasks·áááááá The direction and development of current and future research in many areas of image processing·áááááá A comprehensive bibliography for additional research (integrated within the framework of the book)This book focuses not only on theoretical and practical knowledge in the field but also on the traditional and latest tools and techniques adopted in image processing and data science. It also provides an indispensable guide to a wide range of basic and advanced techniques in the fields of image processing and data science.