LiDAR Point Clouds to 3-D Urban Models A Review

R Wang, J Peethambaran… - IEEE Journal of Selected …, 2018 - ieeexplore.ieee.org
Three-dimensional (3-D) urban models are an integral part of numerous applications, such
as urban planning and performance simulation, mapping and visualization, emergency …

Geometric priors for gaussian process implicit surfaces

W Martens, Y Poffet, PR Soria, R Fitch… - IEEE Robotics and …, 2016 - ieeexplore.ieee.org
This paper presents an extension of Gaussian process implicit surfaces (GPIS) by the
introduction of geometric object priors. The proposed method enhances the probabilistic …

Local implicit surface estimation for haptic exploration

S Ottenhaus, M Miller, D Schiebener… - 2016 IEEE-RAS 16th …, 2016 - ieeexplore.ieee.org
Autonomous grasping and manipulation of unknown objects is a central skill for humanoid
robots. This is particularly challenging, as shape information needs to be obtained from …

Enhanced gpis learning based on local and global focus areas

Z Murvanidze, MP Deisenroth… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Implicit surface learning is one of the most widely used methods for 3D surface
reconstruction from raw point cloud data. Current approaches employ deep neural networks …

The sense of surface orientation—A new sensor modality for humanoid robots

L Kaul, S Ottenhaus, P Weiner… - 2016 IEEE-RAS 16th …, 2016 - ieeexplore.ieee.org
This paper introduces a novel sensor concept for surface exploration in robotic applications.
We present an IMU-based haptic sensor that accurately estimates the orientation of contact …

Real-time terrain estimation based on multi-scale radial basis function for unmanned ground vehicle

Y Yang, Z Wang, X Li, M Fu - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Accurate terrain estimation is essential for unmanned ground vehicle (UGV) to achieve
autonomous navigation. However, some existing approaches are difficult to reconstruct the …

A PDE-Based Strategy for Reconstructing Curves from Irregular and Unstructured Sampled Data

ES Steen - 2021 - ntnuopen.ntnu.no
We consider the problem of two-dimensional curve reconstruction from pointwise
measurements from a PDE perspective. The PDE approach is an implicit level set approach …

[PDF][PDF] LiDAR Point Clouds to 3D Urban Models: A

R Wang, J Peethambaran, D Chen - researchgate.net
Three dimensional urban models are an integral part of numerous applications such as
urban planning and performance simulation, mapping and visualization, emergency …