IEEE - Institute of Electrical and Electronics Engineers, Inc. - Uncertainty Estimation for Deep Neural Object Detectors in Safety-Critical Applications

2018 IEEE International Conference on Intelligent Transportation Systems (ITSC)

Author(s): Michael Truong Le ; Frederik Diehl ; Thomas Brunner ; Alois Knol
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2018
Conference Location: Maui, HI, USA, USA
Conference Date: 4 November 2018
Page(s): 3,873 - 3,878
ISBN (Electronic): 978-1-7281-0323-5
ISBN (USB): 978-1-7281-0322-8
ISBN (Paper): 978-1-7281-0321-1
ISSN (Electronic): 2153-0017
DOI: 10.1109/ITSC.2018.8569637
Regular:

Object detection algorithms are essential components for perceiving the environment in safety-critical systems like automated driving. However, current state-of-the-art algorithms based on deep... View More

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