Search Results for author: John Corring

Found 4 papers, 0 papers with code

Diffusion-based Document Layout Generation

no code implementations19 Mar 2023 Liu He, Yijuan Lu, John Corring, Dinei Florencio, Cha Zhang

Our empirical analysis shows that our diffusion-based approach is comparable to or outperforming other previous methods for layout generation across various document datasets.

A Grassmannian Graph Approach to Affine Invariant Feature Matching

no code implementations28 Jan 2016 Mark Moyou, John Corring, Adrian Peter, Anand Rangarajan

In this work, we present a novel and practical approach to address one of the longstanding problems in computer vision: 2D and 3D affine invariant feature matching.

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

no code implementations13 Nov 2012 Karthik S. Gurumoorthy, Anand Rangarajan, John Corring

We prove that the density function of the gradient of a sufficiently smooth function $S : \Omega \subset \mathbb{R}^d \rightarrow \mathbb{R}$, obtained via a random variable transformation of a uniformly distributed random variable, is increasingly closely approximated by the normalized power spectrum of $\phi=\exp\left(\frac{iS}{\tau}\right)$ as the free parameter $\tau \rightarrow 0$.

Density Estimation

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