Briefly, no, the integers are a proper subset of the Gaussian integers. The adjective Gaussian here serves to label this as an extension of the concept of an integer to a larger domain, not to constrain it to those integers which are Gaussian.
Of course, algebraic number theorists work with such extensions so frequently that "integer", unless otherwise specified, will usually be taken to refer to an algebraic integer, and if you want to indicate that you are talking about the ordinary integers you learned about in elementary school, you have to specify that it is a "rational integer." In that context, therefore, Gaussian integers are (algebraic) integers since a+bi is a root of the monic polynomial z² - 2az + (a² + b²).
Outside of algebraic number theory, though, integer is taken to refer only to elements of the set {...-3, -2, -1, 0, 1, 2, 3...}, and so most gaussian integers are not integers.