Radar-based Materials Classification Using Deep Wavelet Scattering Transform: A Comparison of Centimeter vs. Millimeter Wave Units

no code implementations • 8 Feb 2022 • Rami N. Khushaba, Andrew J. Hill

This work is unique in comparison of the radar units and algorithms in material classification and includes real-time demonstrations that show strong performance by both units, with increased robustness offered by the cm-wave radar unit.

Classification Material Classification +1

An Efficient Mixture of Deep and Machine Learning Models for COVID-19 and Tuberculosis Detection Using X-Ray Images in Resource Limited Settings

no code implementations • 16 Jul 2020 • Ali H. Al-Timemy, Rami N. Khushaba, Zahraa M. Mosa, Javier Escudero

The pipeline was computationally efficient requiring just 0. 19 second to extract DF per X-ray image and 2 minutes for training a traditional classifier with more than 2000 images on a CPU machine.