Deep Learning for Multimedia Processing Applications

CHAPTER 1 A Review on Comparative Study of Image-Denoising in Medical Imaging

Nasir Ishfaq

College of Information and Communication Engineering, Hainan University, Haikou, China

DOI: 10.1201/9781032646268-1

1.1 Introduction

Medical imaging is a vital instrument for clinical diagnosis and research, as it provides a non-invasive conception of the human body's internal frameworks and processes. Noise may have many different types, including Gaussian noise, Poisson noise, blurred noise, speckle noise, and salt-and-pepper noise (Kumar & Nachamai, 2017). It is created by a variety of variables, some of which are external to the transmission system and some of which are ambient. In recent years, the technique of noise reduction has emerged as an ...