Digital Image Enhancement and Reconstruction

Shyam Rajput, Nafis Khan, Amit Singh, Karm Arya
Elsevier
378 pages
ISBN: 9780323983709
October 2022

This book explores different concepts and techniques used for the enhancement as well as reconstruction of low-quality images. It comprehensively explores application-specific 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 presents a detailed discussion of the challenges faced in handling each particular kind of image, and a deep dive into denoising, dehazing, super-resolution, and use of soft computing across a range of engineering applications.