Machine learning & AI

Off-grid DOA estimation via deep learning framework

In radar perception tasks, it is necessary to estimate the direction of arrival (DOA) of the sources to achieve various applications such as target detection, tracking, and imaging. Especially for automotive millimeter-wave ...

Computer Sciences

Researchers teach an AI to write better chart captions

Chart captions that explain complex trends and patterns are important for improving a reader's ability to comprehend and retain the data being presented. For people with visual disabilities, the information in a caption often ...

Engineering

Studies compare models to predict bridge deterioration

Bridge failures are a reality for states with aging infrastructure, including Pennsylvania. In February, the Forbes Avenue Bridge in Pittsburgh collapsed due to structural failure; unfortunately, this kind of event isn't ...

Engineering

Keeping it rolling: Researchers predict the lifetime of bearings

Scientists from the Institute of Scientific and Industrial Research, and NTN Next Generation Research Alliance Laboratories at Osaka University developed a machine learning method that combines convolutional neural networks ...

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