Fourier Transform - convolution theorem
Thanks to @ThePhoton and @EugeneSh., it turns out there are different definitions of Fourier Transforms.

https://www.physicsforums.com/threads/why-the-1-sqrt-2-pi-in-the-definition-of-the-fourier-transform.487312/