Andrew R. Buck, Ph.D.

Author Includes: Timothy Wilkin (6)

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2021+

Simulated Photorealistic Deep Learning Framework and Workflows to Accelerate Computer Vision and Unmanned Aerial Vehicle Research

Brendan Alvey, Derek T. Anderson, Andrew Buck, Matthew Deardorff, Grant Scott, Timothy Wilkin, James M. Keller

2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021

ICCVW, Drones, Simulation, Deep Learning, Code

[DOI] [paper] [video] [code]

VADER: A Hardware and Simulation Platform for Visually Aware Drone Autonomy Research

Andrew Buck, Matthew Deardorff, Derek T. Anderson, Timothy Wilkin, James M. Keller, Grant Scott, Robert H. Luke III, Raub Camaioni

Proc. SPIE 11758, Unmanned Systems Technology XXIII, 2021

SPIE, Drones, Simulation, Voxels

[DOI] [paper] [slides] [video]

2020+

A Weighted Matrix Visualization for Fuzzy Measures and Integrals

Andrew R. Buck, Derek T. Anderson, James M. Keller, Timothy Wilkin, Muhammad Aminul Islam

2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Glasgow, United Kingdom, 2020

WCCI, FUZZ-IEEE, Fuzzy Integral, Visualization, Code

[DOI] [paper] [slides] [video] [code]

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

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]

Fuzzy Integral = Contextual Linear Order Statistic

Derek T. Anderson, Matthew Deardorff, Timothy C. Havens, Siva K. Kakula, Timothy Wilkin, Muhammad Aminul Islam, Anthony J. Pinar, Andrew R. Buck

arXiv, 2020

arXiv, Fuzzy Integral