Improving efficiency of DNN-based relocalization module for autonomous driving with server-side computing

Abstract The substantial computational demands associated with Deep Neural Network (DNN)-based camera relocalization during the reasoning process impede their integration into autonomous vehicles. Cost and energy efficiency considerations may dissuade automotive manufacturers from employing high-com...

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Bibliographic Details
Main Authors: Dengbo Li, Hanning Zhang, Jieren Cheng, Bernie Liu
Format: Article
Language:English
Published: SpringerOpen 2024-01-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Online Access:https://doi.org/10.1186/s13677-024-00592-1