6 citations · 8 across the 4 of their papers we have counts for
4 papers
Reflectance Multispectral Imaging for Soil Composition Estimation and USDA Texture Classification
G. A. S. L Ranasinghe, J. A. S. T. Jayakody, M. C. L. De Silva +5
Soil texture is a foundational attribute that governs water availability and erosion in agriculture, as well as load bearing capacity, deformation response, and shrink-swell risk i…
SLADS-Net: Supervised Learning Approach for Dynamic Sampling using Deep Neural Networks
Yan Zhang, G. M. Dilshan Godaliyadda, Nicola Ferrier +3
In scanning microscopy based imaging techniques, there is a need to develop novel data acquisition schemes that can reduce the time for data acquisition and minimize sample exposur…
Reduced Electron Exposure for Energy-Dispersive Spectroscopy using Dynamic Sampling
Yan Zhang, G. M. Dilshan Godaliyadda, Nicola Ferrier +3
Analytical electron microscopy and spectroscopy of biological specimens, polymers, and other beam sensitive materials has been a challenging area due to irradiation damage. There i…
A Framework for Dynamic Image Sampling Based on Supervised Learning (SLADS)
G. M. Dilshan P. Godaliyadda, Dong Hye Ye, Michael D. Uchic +3
Sparse sampling schemes have the potential to dramatically reduce image acquisition time while simultaneously reducing radiation damage to samples. However, for a sparse sampling s…