Search Results for author: Linghao Yang

Found 3 papers, 1 papers with code

UniQuadric: A SLAM Backend for Unknown Rigid Object 3D Tracking and Light-Weight Modeling

no code implementations29 Sep 2023 Linghao Yang, Yanmin Wu, Yu Deng, Rui Tian, Xinggang Hu, Tiefeng Ma

Subsequently, in the part of object state estimation, we propose a tightly coupled optimization model for object pose and scale estimation, incorporating hybrids constraints into a novel dual sliding window optimization framework for joint estimation.

Motion Estimation Object +2

BSH-Det3D: Improving 3D Object Detection with BEV Shape Heatmap

1 code implementation3 Mar 2023 You Shen, Yunzhou Zhang, Yanmin Wu, Zhenyu Wang, Linghao Yang, Sonya Coleman, Dermot Kerr

Specifically, we design the Pillar-based Shape Completion (PSC) module to predict the probability of occupancy whether a pillar contains object shapes.

3D Object Detection Autonomous Driving +2

Accurate and Robust Object-oriented SLAM with 3D Quadric Landmark Construction in Outdoor Environment

no code implementations18 Oct 2021 Rui Tian, Yunzhou Zhang, Yonghui Feng, Linghao Yang, Zhenzhong Cao, Sonya Coleman, Dermot Kerr

To solve this problem, we propose a quadric initialization method based on the decoupling of the quadric parameters method, which improves the robustness to observation noise.

Autonomous Driving Object +1

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