Online Monitoring for Neural Network Based Monocular Pedestrian Pose Estimation

© 2020 IEEE. Several autonomy pipelines now have core components that rely on deep learning approaches. While these approaches work well in nominal conditions, they tend to have unexpected and severe failure modes that create concerns when used in safety-critical applications, including self-driving...

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Bibliographic Details
Main Authors: Gupta, Arjun, Carlone, Luca
Other Authors: Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
Format: Article
Language:English
Published: IEEE 2021
Online Access:https://hdl.handle.net/1721.1/137288