iKalibr: Unified Targetless Spatiotemporal Calibration for Resilient Integrated Inertial Systems
The integrated inertial system, typically integrating an IMU and an exteroceptive sensor such
as radar, LiDAR, and camera, has been widely accepted and applied in modern robotic …
as radar, LiDAR, and camera, has been widely accepted and applied in modern robotic …
Camera-IMU extrinsic calibration method based on intermittent sampling and RANSAC optimization
X Liang, X Cheng, H Tan, Y Huang… - … Science and Technology, 2024 - iopscience.iop.org
Accurately calibrate the extrinsic parameters between a camera and an Inertial
Measurement Unit (IMU) is a prerequisite for achieving sensor data fusion in visual-inertial …
Measurement Unit (IMU) is a prerequisite for achieving sensor data fusion in visual-inertial …
An Optimization-Based IMU/Lidar/Camera Co-calibration Method
Recently, multi-sensors fusion has achieved significant progress in the field of automobility
to improve navigation and position performance. As the prerequisite of the fusion algorithm …
to improve navigation and position performance. As the prerequisite of the fusion algorithm …
Method for the automatic measurement of camera-calibration quality in a surround-view system
Over the last decade, the automotive industry has introduced advanced driving assistance
systems (ADAS) and automated driving (AD) features into roads to reduce fatality rates. One …
systems (ADAS) and automated driving (AD) features into roads to reduce fatality rates. One …
GPS-Enhanced RGB-D-IMU Calibration for Accurate Pose Estimation
The precise calibration of all sensor modalities is crucial for multi-modal sensor fusion in
robotics, which is used for 3D pose estimation (odometry). To achieve optimal calibration …
robotics, which is used for 3D pose estimation (odometry). To achieve optimal calibration …
Runtime safety monitoring of ML-based perception functions in autonomous systems
RS Ferreira - 2023 - theses.hal.science
High-accurate machine learning (ML) image classifiers cannot guarantee that they will not
fail at operation. Thus, their deployment in safety-critical applications such as autonomous …
fail at operation. Thus, their deployment in safety-critical applications such as autonomous …
Contrôle de sécurité en cours d'exécution des fonctions de perception basées sur le ML dans les systèmes autonomes
RS Ferreira - 2023 - laas.hal.science
Les classificateurs d'images à apprentissage machine (ML) très précis ne peuvent pas
garantir qu'ils ne tomberont pas en panne en cours de fonctionnement. Par conséquent, leur …
garantir qu'ils ne tomberont pas en panne en cours de fonctionnement. Par conséquent, leur …