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Testing ground-truth errors in an automotive dataset for a DNN-based object detector

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Li, Boda, Baris, Gabriele, Chan, Pak Hung, Rahman, Anima and Donzella, Valentina (2022) Testing ground-truth errors in an automotive dataset for a DNN-based object detector. In: The conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Maldives, 16-18 Nov 2022. Published in: Proceedings of the International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) [ 🗎 Public]. [ (✓) hoa:511 ] (In Press)

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Item Type: Conference Item (Paper)
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
T Technology > TA Engineering (General). Civil engineering (General)
T Technology > TE Highway engineering. Roads and pavements
T Technology > TL Motor vehicles. Aeronautics. Astronautics
T Technology > TS Manufactures
Divisions: Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group)
Library of Congress Subject Headings (LCSH): Intelligent transportation systems, Automated vehicles , User-centered system design, Neural networks (Computer science), Vehicular ad hoc networks (Computer networks), Automated guided vehicle systems, Driver assistance systems
Journal or Publication Title: Proceedings of the International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)
Publisher: IEEE
Official Date: 2022
Dates:
DateEvent
2022Available
21 August 2022Accepted
Status: Peer Reviewed
Publication Status: In Press
Reuse Statement (publisher, data, author rights): © 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Access rights to Published version: Restricted or Subscription Access
Date of first compliant deposit: 28 October 2022
Date of first compliant Open Access: 31 October 2022
RIOXX Funder/Project Grant:
Project/Grant IDRIOXX Funder NameFunder ID
UNSPECIFIEDChina Scholarship Councilhttp://dx.doi.org/10.13039/501100004543
Industrial FellowshipsRoyal Academy of Engineeringhttp://dx.doi.org/10.13039/501100000287
Conference Paper Type: Paper
Title of Event: The conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)
Type of Event: Conference
Location of Event: Maldives
Date(s) of Event: 16-18 Nov 2022
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