Digital Image Enhancement and Reconstruction

Digital Image Enhancement and Reconstruction: Techniques and Applications is a book that discusses the concepts and techniques used for enhancing and reconstructing low-quality images. It covers various applications, such as satellite image enhancement, face hallucination, low-resolution face recognition, medical image enhancement, underwater image reconstruction, text image enhancement, and biometrics. The book provides a comprehensive exploration of the challenges faced in handling different types of images and presents the best available solutions and future directions.

Format: Paperback / softback
Length: 378 pages
Publication date: 01 August 2022
Publisher: Elsevier Science & Technology

Digital Image Enhancement and Reconstruction: Techniques and Applications delves into a comprehensive exploration of diverse concepts and techniques employed for the enhancement and reconstruction of low-quality images. In the realm of real-life applications, the demand for high-quality images is paramount to achieving optimal performance. However, the quality of images captured in real-world scenarios often falls short of expectations. Commonly, images encounter noise, blurriness, haziness, small size, and other imperfections that hinder their effective processing by image analysis applications. To address these challenges, image enhancement and reconstruction algorithms play a crucial role. This book comprehensively delves into application-specific enhancement and reconstruction techniques, encompassing a wide range of areas such as satellite image enhancement, face hallucination, low-resolution face recognition, medical image enhancement and reconstruction, underwater image reconstruction, text image enhancement, biometrics, and more. Each chapter presents a detailed discussion of the unique challenges associated with handling specific types of images, analyzing the most effective solutions available, and exploring the potential applications and future directions in these fields. By providing readers with a deep dive into denoising, dehazing, super-resolution, and the utilization of soft computing across a diverse array of engineering applications, this book serves as a valuable resource for professionals and researchers seeking to enhance the quality and usefulness of digital images.

Weight: 450g
Dimension: 229 x 152 (mm)
ISBN-13: 9780323983709