Gradient density estimation in arbitrary finite dimensions using the method of stationary phase

Karthik S. Gurumoorthy, Anand Rangarajan, John Corring

We prove that the density function of the gradient of a sufficiently smooth function $S:\Omega \subset {\mathbb{R}}^d\to \mathbb{R}$, obtained via a random variable transformati…