ABSTRACT
“Fundamentals of Image Processing” offers a comprehensive exploration of image processing’s pivotal techniques, tools, and applications. Beginning with an overview, the book systematically categorizes and explains the multifaceted steps and methodologies inherent to the digital processing of images. The text progresses from basic concepts like sampling and quantization to advanced techniques such as image restoration and feature extraction. Special emphasis is given to algorithms and models crucial to image enhancement, restoration, segmentation, and application. In the initial segments, the intricacies of digital imaging systems, pixel connectivity, color models, and file formats are dissected. Following this, image enhancement techniques, including spatial and frequency domain methods and histogram processing, are elaborated upon. The book then addresses image restoration, discussing degradation models, noise modeling, and blur, and offers insights into the compelling world of multi-resolution analysis with in-depth discussions on wavelets and image pyramids. Segmentation processes, especially edge operators, boundary detections, and thresholding techniques, are detailed in subsequent chapters. The text culminates by diving deep into the applications of image processing, exploring supervised and unsupervised learning, clustering algorithms, and various classifiers. Throughout the discourse, practical examples, real-world applications, and intuitive diagrams are integrated to facilitate an enriched learning experience. This book stands as an essential guide for both novices aiming to grasp the basics and experts looking to hone their knowledge in image processing.
Keywords: Digital Imaging Systems, Image Enhancement, Image Restoration, Multi-resolution Analysis, Wavelets, Image Segmentation, Feature Extraction, SIFT, SURF, Image Classifiers, Supervised Learning, Clustering Algorithms.
Fundamentals of Image Processing
₹325.00
Authors:
Dr. P. S. Rajakumar
Dr. S. Geetha
Dr. T. V. Ananthan
@ All rights reserved with the publisher.
First Published: September 2023
ISBN: 978-93-91303-80-8
DOI: https://doi.org/10.47715/JPC.B.978-93-91303-80-8
Pages: 172 (Front pages 14 & Inner pages 158)
Price: 325/-
How to Cite this Book:
Rajakumar, P. S., Geetha, S., & Ananthan, T. V. (2023). Fundamentals of Image Processing (1st ed.). Chennai, IN: Jupiter Publications Consortium. ISBN: 978-93-91303-80-8, DOI: https://doi.org/10.47715/JPC.B.978-93-91303-80-8
2 reviews for Fundamentals of Image Processing
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admin –
Fundamentals Of Image Processing,” authored by Dr. P. S. Rajakumar, Dr. S. Geetha, and Dr. T. V. Ananthan, is a tour de force in the field of digital image processing. First published in September 2023, this book is a comprehensive guide that skillfully demystifies the complex world of image processing.
The authors, renowned experts in their respective fields, have meticulously crafted a text that balances theoretical concepts with practical applications. Spanning 172 pages, the book is divided into well-structured chapters that cover a wide range of topics from basic image processing techniques to advanced algorithms.
One of the most striking aspects of this book is its clarity in explaining intricate topics. The authors have employed a straightforward, accessible style, making the content suitable for both beginners and advanced practitioners. The inclusion of real-world examples and case studies brings the theory to life, allowing readers to see the practical applications of the concepts discussed.
A highlight of the book is its exploration of the latest trends and advancements in image processing. This includes discussions on artificial intelligence and machine learning algorithms, which are increasingly relevant in today’s technology-driven landscape. The authors also delve into the ethical and societal implications of image processing, a critical consideration in the modern context.
The book’s layout and design deserve special mention. The use of illustrations, graphs, and tables enhances the learning experience, making complex concepts more digestible. Each chapter concludes with a summary and exercises, which are invaluable for reinforcing the material covered.
In conclusion, “Fundamentals Of Image Processing” is an essential addition to the library of anyone interested in the field of digital imaging. It’s not just a textbook; it’s a gateway to understanding a technology that is becoming increasingly integral to our digital world. The authors have succeeded in creating a resource that is as informative as it is engaging, making it a must-read for students, educators, and professionals alike.
Dr. Ramamani –
In the realm of technical literature, “Fundamentals Of Image Processing” by Dr. P. S. Rajakumar, Dr. S. Geetha, and Dr. T. V. Ananthan emerges as a noteworthy addition. Published in September 2023, this book spans 172 pages and methodically introduces the reader to the dynamic and evolving world of image processing.
The authors, who are distinguished in their field, have compiled a resource that is both educational and insightful. The content is meticulously organized into chapters, each focusing on different facets of image processing, from the basics to more complex methodologies. This gradual progression allows readers from diverse backgrounds, especially those new to the subject, to develop a solid understanding without feeling overwhelmed.
A commendable feature of this book is its balance between theory and practical application. Theoretical concepts are elucidated with precision, and their relevance is demonstrated through various real-world applications. This approach not only aids in comprehension but also showcases the versatility and significance of image processing in contemporary technology.
The inclusion of current topics such as AI integration in image processing adds to the book’s relevance in today’s tech-savvy world. Furthermore, the authors’ discussion on ethical considerations in image processing is timely and thought-provoking, prompting readers to consider the broader impacts of this technology.
The visual elements of the book, including diagrams and charts, are well-executed and significantly contribute to the learning experience. These visual aids are not merely supplementary but integral in understanding some of the more complex concepts presented in the text.
Each chapter concludes with a set of exercises and a summary, providing an excellent opportunity for self-assessment and review. This feature is particularly beneficial for students and educators, making the book a valuable academic resource.
In summary, “Fundamentals Of Image Processing” is a thoroughly researched, well-written text that serves as an excellent introduction to the field. It is an indispensable resource for students, academics, and professionals alike, offering a comprehensive overview of image processing that is both engaging and informative.
Rating: 4.7/5