ABSTRACT

In the previous chapters, we focused on images in spatial domain,

i.e., the physical world. In this chapter, we will learn about the fre-

quency domain. The process of converting an image from spatial do-

main to frequency domain provides valuable insight into the nature of

the image. In some cases, an operation can be performed more effi-

ciently in the frequency domain than in spatial domain. We introduce

the various aspects of Fourier transform and its properties. We focus

exclusively on filtering an image in the frequency domain. Interested

readers can refer to [7],[97],[102] etc. for more in-depth treatment of

Fourier transformation.