Dr. Richard W. Mankin Profile

Dr. Richard W. Mankin

at US Dept of Agriculture-ARS

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Publications (3)

Proceedings Article | 9 May 2024 Presentation + Paper

Invasive insect pest monitoring using low-cost, field deployable, machine-learning-assisted sensor systems

Seth McNeill, Aviad Golan, Heeirthan Shanthan, Richard Mankin, Yabin Liao

Proceedings Volume 12944, 129440B (2024) https://doi.org/10.1117/12.3010873

KEYWORDS: Classification systems, MATLAB, Microcontrollers, Tunable filters, Vibration, Signal detection, Feature extraction, Machine learning

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SPIE Journal Paper | 2 June 2021

DeCapsGAN: generative adversarial capsule network for image denoising

Qiongshuai Lyu, Min Guo, Miao Ma, Richard Mankin

JEI, Vol. 30, Issue 03, 033016, (June 2021) https://doi.org/10.1117/12.10.1117/1.JEI.30.3.033016

KEYWORDS: Image denoising, Denoising, Performance modeling, Gallium nitride, Data modeling, Visualization, Convolution, Network architectures, Visual process modeling, Image quality

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SPIE Journal Paper | 23 May 2019

External prior learning and internal mean sparse coding for image denoising

Qiongshuai Lyu, Min Guo, Miao Ma, Richard Mankin

JEI, Vol. 28, Issue 03, 033014, (May 2019) https://doi.org/10.1117/12.10.1117/1.JEI.28.3.033014

KEYWORDS: Image compression, Denoising, Associative arrays, Image denoising, Data modeling, RGB color model, Image restoration, Performance modeling, Principal component analysis, Image segmentation

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