Dunkl operators associated with finite reflection groups generate a commutative algebra of differential-difference operators. There exists a unique linear operator called intertwining operator which intertwines between this algebra and the algebra of standard differential operators. There also exists a generalization of the Fourier transform in this context called Dunkl transform.In this paper, we determine an integral expression for the Dunkl kernel, which is the integral kernel of the Dunkl transform, for all dihedral groups. We also determine an integral expression for the intertwining operator in the case of dihedral groups, based on observations valid for all reflection groups. As a special case, we recover the result of [Xu, Intertwining operators associated to dihedral groups. Constr. Approx. 2019]. Crucial in our approach is a systematic use of the link between both integral kernels and the simplex in a suitable high dimensional space. Contents 1. Introduction 1 2. Preliminaries 3 2.1. Basics of Dunkl theory 3 2.2. Humbert function of several variables 5 3. New formulas for the intertwining operator and its inverse 6 4. The case of dihedral groups 11 4.1. The generalized Bessel function 11 4.2. The intertwining operator for invariant polynomials 15 4.3. The Dunkl kernel 18 4.4. The intertwining operator for polynomials 21 4.5. New proof of Xu's result 28 5. Conclusions 29 Acknowledgements 29 References 29