From the first section, basic principles:

"any signal" huh? "spatial frequency" 2x huh? "a "DC term" corresponding to zero frequency" #seriously

This is intuitive only if you already know this stuff, which I happen to, but I have also tried to explain this to undergrads taking history and english. Terms like these are not intuitive at all.