I have always thought the phrase was "pique my interest" as in:

Her mysterious background piqued my interest.

However, of late, on blogs and social networks, I have seen people using "peek my interest", as in:

Disney is starting to peek my interest.

And I have even seen:

Samsung's latest display peaks my interest in the company.

Which is the correct phrase?