Arizona State University

Pavan Turaga

Andreas Spanias

Cihan Tepedelenlioglu

Sameeksha Katoch

Suren Jayasuriya

Henry Braun

Divya Mohan

Various embodiments of a cyber-physical system for providing cloud prediction for photovoltaic array control are disclosed herein.

Systems and methods for skyline prediction for cyber-physical photovoltaic array control

Various embodiments of systems and methods for adaptive video subsampling for energy-efficient object detection are disclosed herein.

Adaptive video subsampling for energy efficient object detection

The disclosure relates to an image recognition algorithm implemented by a hardware control system which operates directly on data from a compressed sensing camera. A computationally expensive image reconstruction step can be avoided, allowing faster operation and reducing the computing requirements of the system. The method may implement an algorithm that can operate at speeds comparable to an equivalent approach operating on a conventional camera's output. In addition, at high compression ratios, the algorithm can outperform approaches in which an image is first reconstructed and then classified.

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Tempe, AZ, United States of America

Pavan Turaga