"Locally Varying Distance Transform for Unsupervised Visual Anomaly Detection," ECCV 2022.
Robust anomaly Detection on a wide range of datasets and anomaly percentages.
"Shell Theory: A Statistical Model of Reality," PAMI 2021.
A statistical solution to data analysis in high dimensions.
"Dimensionality's Blessing: Clustering Images by Underlying Distribution," CVPR 2018.
Statistical analysis of high dimension space permits clustering images by their underlying distribution.
"CODE: Coherence Based Decision Boundaries for Feature Matching," PAMI 2018.
High quality, ultra-robust wide-baseline feature correspondence.
"GMS: Grid-based Motion Statistics for Fast, Ultra-robust Feature Correspondence," CVPR 2017.
Rapid counting algorithm allows match numbers in a region to disambiguate true and false correspondence.
"RepMatch: Robust Feature Matching and Pose for Reconstructing Modern Cities," ECCV 2016.
Feature matching enables enhanced pose estimation stability.
"Bilateral Functions for Global Motion Modelling," ECCV 2014
The first feature matching formulation to reliably separate true and false matches in extreme conditions.
"Robust Non-parametric Data Fitting for Correspondence Modelling," ICCV 2013.
Convex formulation for finding the smoothest, non-parametric curve through data-points. Foundational work for many of the later papers.