What to major in to pursue computer vision research?

I'm a first year undergraduate in a computer vision ML research lab, and it's honestly pretty addicting. I'm considering majoring in one of the three: Computer Science, Math, or Statistics. What would be the best choice and why?

I'd like to get a better understanding of the theory. Software engineering is cool, but it's not my favorite part, per se.

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