Safety for pedestrian recognition in sensor networks based on visual compressive sensing and adaptive prediction clustering

•Safety for Pedestrian recognition using sensor networks is presented.•Visual compressive sensing is presented.•Machine Learning via Adaptive Prediction Clustering is presented. Aiming at the imbalance between energy use and tracking accuracy in multi-sensor target recognition, a pedestrian target r...

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