Energy-Efficient Object Tracking Using Adaptive ROI Subsampling and Deep Reinforcement Learning

Recent innovations in ROI camera systems have opened up the avenue for exploring energy optimization techniques like adaptive subsampling. Generally speaking, image frame capture and read-out demand high power consumption. ROI camera systems make it possible to exploit the inverse relation between e...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Sameeksha Katoch, Odrika Iqbal, Andreas Spanias, Suren Jayasuriya
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Reinforcement learning energy optimization adaptive subsampling ROI tracking
Online Access:	https://ieeexplore.ieee.org/document/10109113/