What is f(x,y) in Digital Image Processing?
Yes, it represent the intensity at that point.

f( x, y ) gives the intensity of a channel at position (x, y) 


Source : https://courses.cs.washington.edu/courses/cse557/00wi/lectures/imageprocessing.pdf