Andrew R. Buck, Ph.D.

2020+

Extending the Morphological Hit-or-Miss Transform to Deep Neural Networks

Muhammad Aminul Islam, Bryce Murray, Andrew R. Buck, Derek T. Anderson, Grant Scott, Mihail Popescu, James Keller

IEEE Transactions on Neural Networks and Learning Systems, Oct. 2020

IEEE-TNNLS, arXiv, Deep Learning, Morphology

[DOI] [arXiv]

Doing More With Less: Similarity Neural Nets and Metrics for Small Class Imbalanced Data Sets

Charlie Veal, Jeffrey Schulz, Andrew Buck, Derek Anderson, James Keller, Mihail Popescu, Grant Scott, Dominic Ho, Timothy Wilkin

Proc. SPIE 11418, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXV, 2020

SPIE, Deep Learning

[DOI]

Extending Deep Learning to New Classes without Retraining

Jeffrey Schulz, Charlie Veal, Andrew Buck, Derek Anderson, James Keller, Mihail Popescu, Grant Scott, Dominic K. C. Ho, Timothy Wilkin

Proc. SPIE 11418, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXV, 2020

SPIE, Deep Learning

[DOI] [paper] [video]

2018+

Visualizing Heterogeneous Temporal Data for Streaming Health Applications

Andrew Buck, Marjorie Skubic, James M. Keller, Mihail Popescu

2018 Center to Stream Health in Place (C2SHIP)

Poster, Visualization, Health Care

[poster]

Analyzing Three-Dimensional Radar Voxel Data Using the Discrete Fourier Transform for SAEH Detection

P. Plodpradista, D. K. C. Ho, J. M. Keller, M. Popescu, A. Buck

Proc. SPIE 10628, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIII, 2018

SPIE, EH Detection, Voxels

2017+

GitHub

Target Detection in High-Resolution 3D Radar Imagery

A. Buck, J. M. Keller, M. Popescu, D. Sheen, R. H. Luke

Proc. SPIE 10182, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXII, 2017

SPIE, EH Detection, Voxels, Code

[DOI] [paper] [slides]

2016+

Improving the Detection of Explosive Hazards with LIDAR-Based Ground Plane Estimation

A. Buck, J. M. Keller, M. Popescu

Proc. SPIE 9823, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXI, 2016

SPIE, EH Detection

[DOI] [paper] [slides]

2014+

Endmember Representation of Human Geography Layers

A. Buck, A. Zare, J. Keller, M. Popescu

2014 IEEE Symposium on Computational Intelligence in Big Data (CIBD), Orlando, FL, 2014, pp. 1-6

SSCI, CIBD, Human Geography

[DOI] [paper]

A Human Geospatial Predictive Analytics Framework With Application to Finding Medically Underserved Areas

James M. Keller, Andrew R. Buck, Alina Zare, Mihail Popescu

2014 IEEE Symposium on Computational Intelligence in Big Data (CIBD), Orlando, FL, 2014, pp. 1-6

SSCI, CIBD, Human Geography

[DOI] [paper]

An α-Level OWA Implementation of Bounded Rationality for Fuzzy Route Selection

Andrew R. Buck, James M. Keller, Mihail Popescu

Advance Trends in Soft Computing (Studies in Fuzziness and Soft Computing, no. 312), Springer, 2014, pp. 253-260

WCSC, MCDM, Pathfinding, Demo

[DOI] [paper] [slides]