Search Results for author: John E. Ball

Found 6 papers, 0 papers with code

Fusion of heterogeneous bands and kernels in hyperspectral image processing

no code implementations22 May 2019 Muhammad Aminul Islam, Derek T. Anderson, John E. Ball, Nicolas H. Younan

Our approach is different in the respect that it is flexible and it follows a well-studied process of visual clustering in high-dimensional spaces.

Clustering Dimensionality Reduction

Fusion of an Ensemble of Augmented Image Detectors for Robust Object Detection

no code implementations17 Mar 2018 Pan Wei, John E. Ball, Derek T. Anderson

A significant challenge in object detection is accurate identification of an object's position in image space, whereas one algorithm with one set of parameters is usually not enough, and the fusion of multiple algorithms and/or parameters can lead to more robust results.

Image Augmentation Object +3

Onion-Peeling Outlier Detection in 2-D data Sets

no code implementations12 Mar 2018 Archit Harsh, John E. Ball, Pan Wei

Outlier Detection is a critical and cardinal research task due its array of applications in variety of domains ranging from data mining, clustering, statistical analysis, fraud detection, network intrusion detection and diagnosis of diseases etc.

Clustering Fraud Detection +2

Measuring Conflict in a Multi-Source Environment as a Normal Measure

no code implementations12 Mar 2018 Pan Wei, John E. Ball, Derek T. Anderson, Archit Harsh, Christopher Archibald

The results demonstrate that the proposed measure can represent conflict in a meaningful way similar to what a human might expect and from it we can identify conflict within our sources.

Multi-Sensor Conflict Measurement and Information Fusion

no code implementations12 Mar 2018 Pan Wei, John E. Ball, Derek T. Anderson

In this work, conflict is defined in terms of how little the output from multiple sensors overlap.

Sensor Fusion

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