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Number of items: 5.
Journal Article
Yatbaz, Hakan Yekta, Dianati, Mehrdad and Woodman, Roger (2024) Introspection of DNN-based perception functions in automated driving systems : state-of-the-art and open research challenges. IEEE Transactions on Intelligent Transportation Systems, 25 (2). pp. 1112-1130. doi:10.1109/TITS.2023.3315070 ISSN 1524-9050.
Yatbaz, Hakan Yekta, Dianati, Mehrdad, Koufos, Konstantinos and Woodman, Roger (2024) Run-time introspection of 2D object detection in automated driving systems using learning representations. IEEE Transactions on Intelligent Vehicles . ISSN 2379-8858. (In Press)
Conference Item
Yatbaz, Hakan Yekta, Dianati, Mehrdad, Koufos, Konstantinos and Woodman, Roger (2024) Run-time monitoring of 3D object detection in automated driving systems using early layer neural activation patterns. In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) : workshop SAIAD - Safe Artificial Intelligence for All Domains, Seattle, USA, 17-21 Jun 2024 (In Press)
Yatbaz, Hakan Yekta, Dianati, Mehrdad, Koufos, Konstantinos and Woodman, Roger (2023) Introspection of 2D object detection using processed neural activation patterns in automated driving systems. In: 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Paris, France, 02-06 Oct 2023 ISBN 2473-9944. doi:10.1109/ICCVW60793.2023.00437 ISSN 9798350307443.
Dannier, Xiao, Geiger, William Goncalves, Hakan, Yekta Yatbaz, Dianati, Mehrdad and Woodman, Roger (2022) Detecting hazardous events : a framework for automated vehicle safety systems. In: 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Macau, China, 8-12 Oct 2022. Published in: 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) ISBN 9781665468800. doi:10.1109/ITSC55140.2022.9921988
This list was generated on Fri Apr 19 17:18:00 2024 BST.