Search Results for author: Ayoosh Bansal

Found 4 papers, 1 papers with code

Synergistic Redundancy: Towards Verifiable Safety for Autonomous Vehicles

no code implementations4 Sep 2022 Ayoosh Bansal, Simon Yu, Hunmin Kim, Bo Li, Naira Hovakimyan, Marco Caccamo, Lui Sha

The synergistic safety layer uses only verifiable and logically analyzable software to fulfill its tasks.

Autonomous Driving

Verifiable Obstacle Detection

1 code implementation30 Aug 2022 Ayoosh Bansal, Hunmin Kim, Simon Yu, Bo Li, Naira Hovakimyan, Marco Caccamo, Lui Sha

Perception of obstacles remains a critical safety concern for autonomous vehicles.

Autonomous Driving

Risk Ranked Recall: Collision Safety Metric for Object Detection Systems in Autonomous Vehicles

no code implementations8 Jun 2021 Ayoosh Bansal, Jayati Singh, Micaela Verucchi, Marco Caccamo, Lui Sha

Commonly used metrics for evaluation of object detection systems (precision, recall, mAP) do not give complete information about their suitability of use in safety critical tasks, like obstacle detection for collision avoidance in Autonomous Vehicles (AV).

Autonomous Vehicles Collision Avoidance +3

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