A fast technique based on the volume integral equation and the adaptive integral method is presented for efficient analysis of electromagnetic transmission through arbitrarily shaped dielectric radomes. The method of moments is used to discretize and to convert the resultant integral equation into a matrix equation. Then adaptive integral method is applied to reduce the memory requirement for matrix storage and to accelerate the matrix-vector multiplication. Numerical examples are presented to demonstrate the applicability of the method.