Explainable action prediction through self-supervision on scene graphs

This work explores scene graphs as a distilled representation of high-level information for autonomous driving, applied to future driver-action prediction. Given the scarcity and strong imbalance of data samples, we propose a selfsupervision pipeline to infer representative and well-separated embedd...

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Bibliographic Details
Main Authors: Kochakarn, P, De Martini, D, Omeiza, D, Kunze, L
Format: Conference item
Language:English
Published: IEEE 2023