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Author Includes: Timothy Wilkin
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]
MINDFUL Unreal Engine Based UAV Repository
GitHub
Simulation, Drones, Code
[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
[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]
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
[arXiv]