Early Exiting-Enabled Siamese Tracking for Edge Intelligence Applications

Visual object trackers based on deep neural networks have attained state-of-the-art performance in recent years. Despite the outstanding accuracy gained by deep layers, however, they also demand high computational cost and energy consumption in order to operate in real-time, making them inadequate f...

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Bibliographic Details
Main Authors: Mohammad Fahd Hussein, Serkan Ozbay
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9568975/