most citedEfficient Nonlinear RX Anomaly Detectors

16 citations

6 papers

hep-ph2021★ 3 cited

Impact of lepton threshold on the charge asymmetry predictions for the inclusive boson production in collisions at 13 TeV

Kadir Ocalan

This paper presents the impact of lepton transverse momentum threshold on the boson charge asymmetry predictions in perturbative QCD for the inclusive $W^{\pm}+X \r…

hep-ph2021★ 3 cited

NNLO QCD predictions of the electron charge asymmetry for the inclusive production in the forward region at 13 TeV and 14 TeV

Kadir Ocalan

This paper presents perturbative QCD predictions of the electron charge asymmetry for the inclusive production in proton-proton (pp) collisions.…

cs.CV2020

Randomized RX for target detection

Fatih Nar, Adrián Pérez-Suay, José Antonio Padrón +1

This work tackles the target detection problem through the well-known global RX method. The RX method models the clutter as a multivariate Gaussian distribution, and has been exten…

cs.CV2020

Nonlinear Cook distance for Anomalous Change Detection

José A. Padrón Hidalgo, Adrián Pérez-Suay, Fatih Nar +1

In this work we propose a method to find anomalous changes in remote sensing images based on the chronochrome approach. A regressor between images is used to discover the most {\em…

cs.CV2020★ 2 cited

Sparsity-driven Digital Terrain Model Extraction

Fatih Nar, Erdal Yilmaz, Gustau Camps-Valls

We here introduce an automatic Digital Terrain Model (DTM) extraction method. The proposed sparsity-driven DTM extractor (SD-DTM) takes a high-resolution Digital Surface Model (DSM…

cs.CV2020★ 16 cited

Efficient Nonlinear RX Anomaly Detectors

José A. Padrón Hidalgo, Adrián Pérez-Suay, Fatih Nar +1

Current anomaly detection algorithms are typically challenged by either accuracy or efficiency. More accurate nonlinear detectors are typically slow and not scalable. In this lette…