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Digital Image Enhancement and Reconstruction

1st Edition - October 6, 2022

Editors: Shyam Singh Rajput, Nafis Uddin Khan, Amit Kumar Singh, Karm Veer Arya

Paperback ISBN:

9 7 8 - 0 - 3 2 3 - 9 8 3 7 0 - 9

eBook ISBN:

9 7 8 - 0 - 3 2 3 - 9 8 5 7 8 - 9

Digital Image Enhancement and Reconstruction: Techniques and Applications explores different concepts and techniques used for the enhancement as well as reconstruction of… Read more

Image - Digital Image Enhancement and Reconstruction

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Digital Image Enhancement and Reconstruction: Techniques and Applications explores different concepts and techniques used for the enhancement as well as reconstruction of low-quality images. Most real-life applications require good quality images to gain maximum performance, however, the quality of the images captured in real-world scenarios is often very unsatisfactory. Most commonly, images are noisy, blurry, hazy, tiny, and hence need to pass through image enhancement and/or reconstruction algorithms before they can be processed by image analysis applications. This book comprehensively explores application-specific enhancement and reconstruction techniques including satellite image enhancement, face hallucination, low-resolution face recognition, medical image enhancement and reconstruction, reconstruction of underwater images, text image enhancement, biometrics, etc. Chapters will present a detailed discussion of the challenges faced in handling each particular kind of image, analysis of the best available solutions, and an exploration of applications and future directions. The book provides readers with a deep dive into denoising, dehazing, super-resolution, and use of soft computing across a range of engineering applications.

Shyam Singh Rajput

Dr. Rajput earned his PhD in Computer Science & Engineering from ABV-Indian Institute of Information Technology & Management (ABV-IIITM), Gwalior, India. He has more than four years of teaching experience with undergraduate and postgraduate classes. Presently he is working as an assistant professor in CSE Department, National Institute of Technology Patna, India. His current research interests include image processing and computer vision. He has published more than 25 journal and conference articles in the areas of image processing, biometrics, wireless ad hoc networks, and information security.

Affiliations and expertise

Assistant Professor, CSE Department, National Institute of Technology, Patna, Bihar, India

Nafis Uddin Khan

Dr. Khan received his Ph.D. in Computer Science & Engineering from ABV- Indian Institute of Information Technology and Management, Gwalior. He is currently Assistant Professor in the Department of ECE, Jaypee University of Information Technology, Solan. His areas of research interest include digital signal and image processing, adaptive image processing and fuzzy based applications in image processing. He has more than 5 years of teaching experience of undergraduate and post graduate level Engineering courses. He has published 14 research papers in various journals and conferences of national and international repute.

Affiliations and expertise

Assistant Professor, Department of ECE, Jaypee University of Information Technology, Solan, India

Amit Kumar Singh

Dr. Amit Kumar Singh is an assistant professor at the Department of Computer Science and Engineering, National Institute of Technology Patna, Bihar, India. He has authored more than 100 peer-reviewed journal, conference publications and book chapters, three books and edited five books with internationally recognized publishers such Springer and Elsevier. He has edited various international journal special issues as a lead guest editor such as IEEE Transactions on Industrial Informatics, ACM Transactions on Multimedia Computing, Communications, and Applications, ACM Transactions on Internet Technology, IEEE Access, Multimedia Tools and Applications, Springer, International Journal of Information Management, Elsevier, Journal of Ambient Intelligence and Humanized Computing, Springer Etc. He has obtained memberships from several international academic organizations such as ACM and IEEE. His research interests include multimedia data hiding, image processing, biometrics, & Cryptography.

Affiliations and expertise

Assistant Professor, Department of Computer Science and Engineering, National Institute of Technology Patna, Bihar, India

Karm Veer Arya

Dr. Arya received his PhD in Computer Science & Engineering from the Indian Institute of Technology (I.I.T. Kanpur), Kanpur, India. He is now Professor of Computer Science at ABV-Indian Institute of Information Technology & Management (IIITM), Gwalior. He also served as Dean of Postgraduate Studies & Research at AKTU Lucknow. He has more than 29 years of experience teach undergraduate and postgraduate students and has guided more than 100 PhD and MTech dissertations. He has published 11 book chapters and more than 150 journal and conference papers in the fields of image processing, biometrics, and information security. Dr. Arya is co-author of the book, Security in Mobile Ad-hoc Networks, and editor of two books, Emerging Wireless Communication and Biometric Computing. Dr. Arya is on the editorial board of numerous international journals and a member of the organizing committee and program committees for various national and international conferences and workshops. He a is Senior Member of IEEE, Fellow of IETE, Fellow of IE, and Life Member of ISTE.

Affiliations and expertise

Professor of Computer Science, ABV Indian Institute of Information Technology and Management, Gwalior, India