10 citations · 10 across the 2 of their papers we have counts for
3 papers · 1 filter
RF-VoID: Towards Bandwidth-Efficient Exterior Tile Void Detection via Narrowband Radio-Frequency Representation Learning
Xinyan Chen, Ruiqin Ma, Shunsuke Shoda +5
Hidden debonding behind exterior ceramic tiles is a falling-tile hazard, and millimeter-wave radar offers a non-contact way to find it. Conventional interpretation first reconstruc…
Higher-order tensor independent component analysis to realize MIMO remote sensing of respiration and heartbeat signals
Seishiro Goto, Ryo Natsuaki, Akira Hirose
This paper proposes a novel method of independent component analysis (ICA), which we name higher-order tensor ICA (HOT-ICA). HOT-ICA is a tensor ICA that makes effective use of the…
Complex-valued reservoir computing for aspect classification and slope-angle estimation with low computational cost and high resolution in interferometric synthetic aperture radar
Bungo Konishi, Akira Hirose, Ryo Natsuaki
Synthetic aperture radar (SAR) is widely used for ground surface classification since it utilizes information on vegetation and soil unavailable in optical observation. Image class…