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Real-Time Evaluation of Perception Uncertainty and Validity Verification of Autonomous Driving

Deep neural network algorithms have achieved impressive performance in object detection. Real-time evaluation of perception uncertainty from deep neural network algorithms is indispensable for safe driving in autonomous vehicles. More research is required to determine how to assess the effectiveness...

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Detalles Bibliográficos
Autores principales: Yang, Mingliang, Jiang, Kun, Wen, Junze, Peng, Liang, Yang, Yanding, Wang, Hong, Yang, Mengmeng, Jiao, Xinyu, Yang, Diange
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007375/
https://www.ncbi.nlm.nih.gov/pubmed/36905068
http://dx.doi.org/10.3390/s23052867