3D visual perception for self-driving cars using a multi-camera system: Calibration, mapping, localization, and obstacle detection

C Häne, L Heng, GH Lee, F Fraundorfer… - Image and Vision …, 2017 - Elsevier
… We show that many of the task required for self driving car applications at low speeds can
be implemented using such a camera setup. We are able to handle the strong distortion of the …

Obstacle detection for autonomous driving vehicles with multi-lidar sensor fusion

M Cao, J Wang - Journal of Dynamic Systems …, 2020 - asmedigitalcollection.asme.org
system, multi-LiDAR sensors may improve the environmental perception for autonomous
vehicles… sensor configuration, LiDAR calibration on an autonomous vehicle is introduced in Sec…

SOTIF-oriented perception evaluation method for forward obstacle detection of autonomous vehicles

J Chu, T Zhao, J Jiao, Y Yuan, Y Jing - IEEE Systems Journal, 2023 - ieeexplore.ieee.org
system-level perception ability of an autonomous vehicle is … requirements and the system-level
perception ability, and the … sensor are calibrated relative to the vehicle coordinate system

A self-calibrating probabilistic framework for 3d environment perception using monocular vision

R Itu, RG Danescu - Sensors, 2020 - mdpi.com
… This paper presents a framework for extracting and tracking obstacle 3D data from the … as
vehicles and pedestrians. A detailed survey of environment perception for intelligent vehicles, …

A study on recent developments and issues with obstacle detection systems for automated vehicles

X Yu, M Marinov - Sustainability, 2020 - mdpi.com
autonomous driving on our roads and city streets. The current review looks at technology
and existing systems for obstacle … However, it suffers from a major defect—poor perception

Obstacle detection for self-driving cars using only monocular cameras and wheel odometry

C Häne, T Sattler, M Pollefeys - … Intelligent Robots and Systems …, 2015 - ieeexplore.ieee.org
… with other environment perception sensors which are not used for our system. However, …
each camera from the known extrinsic calibration of the car’s camera system. For each camera, …

A perception‐driven autonomous urban vehicle

J Leonard, J How, S Teller, M Berger… - Journal of Field …, 2008 - Wiley Online Library
… This paper reviews the design and performance of Talos, the MIT autonomous vehicle. … and
a novel multisensor calibration technique. Our obstacle detection system combines data from …

Pose self-calibration of stereo vision systems for autonomous vehicle applications

B Musleh, D Martín, JM Armingol, A De la Escalera - Sensors, 2016 - mdpi.com
perception system (pixels) and the vehicleObstacles such as buildings and vehicles
appear along the sequence, and therefore, these obstacles have an impact on the self-calibration

A vision-centered multi-sensor fusing approach to self-localization and obstacle perception for robotic cars

J Xue, D Wang, S Du, D Cui, Y Huang… - Frontiers of Information …, 2017 - Springer
… Second, a robotic car requires nearly 100% correct perception … rates of success demanded
by autonomous driving have kept this … We use several traffic cones as our calibration tool. The …

Visual perception of obstacles and vehicles for platooning

A Broggi, M Bertozzi, A Fascioli… - … Systems, 2000 - ieeexplore.ieee.org
… In fact, an autonomous vehicle must be able to detect vehicles and potential obstacles on its
… the noise caused by vehicle movements and drifts in the calibration of the multiple cameras’ …