  We study the radial parts of the Brownian motions on K\"ahler and quaternion
K\"ahler manifolds. Thanks to sharp Laplacian comparison theorems, we deduce as
a consequence a sharp Cheeger-Yau type lower bound for the heat kernels of such
manifolds and also sharp Cheng's type estimates for the Dirichlet eigenvalues
of metric balls.
