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Sogo Amagai

2 accepted papers

2026

Efficient Training Data Collection for Distance Sensor Arrays through Data Correction and Augmentation Approaches

ICRA 2026poster

Several machine learning (ML)-based measurement systems have been proposed to estimate difficult-to-measure quantities from the values of distance sensor arrays. However, variations in sensor output characteristics (OCs) can lead to degradation in the estimation accuracy when transferring training d…

Cited by 0SourceScholar
2025

Efficient Training Data Collection for Distance Sensor Arrays Through Data Correction and Augmentation Approaches

RA-L 2025

Several machine learning (<bold xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">ML</b>)-based measurement systems have been proposed to estimate difficult-to-measure quantities from the values of distance sensor arrays. However, variations in sensor output c

Cited by 0SourceScholar