Search Results for author: Elwan Héry

Found 3 papers, 3 papers with code

Practical Collaborative Perception: A Framework for Asynchronous and Multi-Agent 3D Object Detection

1 code implementation4 Jul 2023 Minh-Quan Dao, Julie Stephany Berrio, Vincent Frémont, Mao Shan, Elwan Héry, Stewart Worrall

In this work, we devise a simple yet effective collaboration method that achieves a better bandwidth-performance tradeoff than prior state-of-the-art methods while minimizing changes made to the single-vehicle detection models and relaxing unrealistic assumptions on inter-agent synchronization.

3D Object Detection object-detection

Attention-based Proposals Refinement for 3D Object Detection

1 code implementation18 Jan 2022 Minh-Quan Dao, Elwan Héry, Vincent Frémont

This paper proposes a data-driven approach to ROI feature computing named APRO3D-Net which consists of a voxel-based RPN and a refinement stage made of Vector Attention.

3D Object Detection Autonomous Driving +3

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