Real-time dynamic object detection for autonomous driving using prior 3d-maps

B Ravi Kiran, L Roldao, B Irastorza… - Proceedings of the …, 2018 - openaccess.thecvf.com
Lidar has become an essential sensor for autonomous driving as it provides reliable depth
estimation. Lidar is also the primary sensor used in building 3D maps which can be used …

Terrain classification in complex three‐dimensional outdoor environments

À Santamaria‐Navarro, EH Teniente… - Journal of Field …, 2015 - Wiley Online Library
This paper presents two techniques to detect and classify navigable terrain in complex three‐
dimensional (3D) environments. The first method is a low level on‐line mechanism aimed at …

Intersection-based road user tracking using a classifying multiple-model PHD filter

D Meissner, S Reuter, E Strigel… - IEEE Intelligent …, 2014 - ieeexplore.ieee.org
The number of fatal accidents involving pedestrians and bikers at urban intersections is still
increasing. Therefore, an intersection-based perception system provides a dynamic model …

Real-time 3D reconstruction method using massive multi-sensor data analysis and fusion

S Cho, K Cho - The Journal of Supercomputing, 2019 - Springer
This paper proposes a method to reconstruct three-dimensional (3D) objects using real-time
fusion and analysis of multiple sensor data. This paper attempts to create a realistic 3D …

Visual State Estimation for Autonomous Navigation

A Salimzadeh - 2023 - era.library.ualberta.ca
This thesis aims at improving robot perception for autonomous navigation in highly dynamic
environments. In the first part of this research, a fixedframe visual localization method …

A dynamic zone estimation method using cumulative voxels for autonomous driving

S Lee, S Cho, S Sim, K Kwak… - … Journal of Advanced …, 2017 - journals.sagepub.com
Obstacle avoidance and available road identification technologies have been investigated
for autonomous driving of an unmanned vehicle. In order to apply research results to …

Convergent application for trace elimination of dynamic objects from accumulated lidar point clouds

PM Chu, S Cho, S Sim, K Kwak, K Cho - Multimedia Tools and …, 2018 - Springer
In this paper, a convergent multimedia application for filtering traces of dynamic objects from
accumulated point cloud data is presented. First, a fast ground segmentation algorithm is …

Estimation of camera calibration uncertainty using LIDAR data

A Ortega, R Galego, R Ferreira… - … on Mobile Robots, 2013 - ieeexplore.ieee.org
This paper presents an analysis of uncertainty in the calibration of a network of cameras. A
global 3D scene model, acquired with a LIDAR scanner, allows calibrating cameras with …

Fusion of ranging data from robot teams operating in confined areas

DM Lyons, K Shrestha, TM Liu - … Architectures, Algorithms, and …, 2013 - spiedigitallibrary.org
We address the problem of fusing laser ranging data from multiple mobile robots that are
surveying an area as part of a robot search and rescue or area surveillance mission. We are …

Eliminating mutual views in fusion of ranging and RGB-D data from robot teams operating in confined areas

DM Lyons, K Shrestha - Multisensor, Multisource Information …, 2014 - spiedigitallibrary.org
We address the problem of fusing laser and RGB-Data from multiple robots operating in
close proximity to one another. By having a team of robots working together, a large area …