LiDAR SLAM with plane adjustment for indoor environment

L Zhou, D Koppel, M Kaess - IEEE Robotics and Automation …, 2021 - ieeexplore.ieee.org
Planes ubiquitously exist in the indoor environment. This letter presents a real-time and low-
drift LiDAR SLAM system using planes as the landmark for the indoor environment. Our …

π-LSAM: LiDAR smoothing and mapping with planes

L Zhou, S Wang, M Kaess - 2021 IEEE international conference …, 2021 - ieeexplore.ieee.org
This paper introduces a real-time dense planar LiDAR SLAM system, named π-LSAM, for
the indoor environment. The widely used LiDAR odometry and mapping (LOAM) framework …

One ring to rule them all: Certifiably robust geometric perception with outliers

H Yang, L Carlone - Advances in neural information …, 2020 - proceedings.neurips.cc
We propose the first general and practical framework to design certifiable algorithms for
robust geometric perception in the presence of a large amount of outliers. We investigate the …

Kgnet: Knowledge-guided networks for category-level 6d object pose and size estimation

Q Meng, J Gu, S Zhu, J Liao, T Jin… - … on Robotics and …, 2023 - ieeexplore.ieee.org
Despite the giant leap made in object 6D pose estimation and robotic grasping under
structured scenarios, most approaches depend heavily on the exact CAD models of target …

An efficient planar bundle adjustment algorithm

L Zhou, D Koppel, H Ju… - … Symposium on Mixed …, 2020 - ieeexplore.ieee.org
This paper presents an efficient algorithm for the least-squares problem using the point-to-
plane cost, which aims to jointly optimize depth sensor poses and plane parameters for 3D …

Compact world anchors: Registration using parametric primitives as scene description

F Reyes-Aviles, P Fleck… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We present a registration method relying on geometric constraints extracted from parametric
primitives contained in 3D parametric models. Our method solves the registration in closed …

Generalized point set registration with fuzzy correspondences based on variational Bayesian Inference

A Zhang, Z Min, Z Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Point set registration (PSR) is an essential problem in surgical navigation and computer-
assisted surgery (CAS). In CAS, PSR can be used to map the intraoperative surgical space …

Generalized coherent point drift with multi-variate gaussian distribution and watson distribution

Z Min, J Liu, L Liu, MQH Meng - IEEE Robotics and Automation …, 2021 - ieeexplore.ieee.org
This letter introduces a novel rigid point set registration (PSR) approach that accurately
aligns the pre-operative space and the intra-operative space together in the scenario of …

Fast Certifiable Algorithm for the Absolute Pose Estimation of a Camera

M Garcia-Salguero, E Dima, A Mateus… - SIAM Journal on Imaging …, 2024 - SIAM
Estimating the absolute pose of a camera given a set of points and their observations is
known as the resectioning or Perspective-n-Point (PnP) problem. It is at the core of most …

Complete closed-form and accurate solution to pose estimation from 3D correspondences

E Malis - IEEE Robotics and Automation Letters, 2023 - ieeexplore.ieee.org
Computing the pose from 3D data acquired in two different frames is of high importance for
several robotic tasks like odometry, SLAM and place recognition. The pose is generally …