A Survey of Autonomous Driving: Common Practices and Emerging Technologies
Automated driving systems (ADSs) promise a safe, comfortable and efficient driving
experience. However, fatalities involving vehicles equipped with ADSs are on the rise. The …
experience. However, fatalities involving vehicles equipped with ADSs are on the rise. The …
Computer vision for autonomous vehicles: Problems, datasets and state of the art
Recent years have witnessed enormous progress in AI-related fields such as computer
vision, machine learning, and autonomous vehicles. As with any rapidly growing field, it …
vision, machine learning, and autonomous vehicles. As with any rapidly growing field, it …
Surround-view fisheye camera perception for automated driving: Overview, survey & challenges
Surround-view fisheye cameras are commonly used for near-field sensing in automated
driving. Four fisheye cameras on four sides of the vehicle are sufficient to cover 360° around …
driving. Four fisheye cameras on four sides of the vehicle are sufficient to cover 360° around …
Visual odometry [tutorial]
Visual odometry (VO) is the process of estimating the egomotion of an agent (eg, vehicle,
human, and robot) using only the input of a single or multiple cameras attached to it …
human, and robot) using only the input of a single or multiple cameras attached to it …
Large-scale direct SLAM for omnidirectional cameras
We propose a real-time, direct monocular SLAM method for omnidirectional or wide field-of-
view fisheye cameras. Both tracking (direct image alignment) and map** (pixel-wise …
view fisheye cameras. Both tracking (direct image alignment) and map** (pixel-wise …
Perspective fields for single image camera calibration
Geometric camera calibration is often required for applications that understand the
perspective of the image. We propose perspective fields as a representation that models the …
perspective of the image. We propose perspective fields as a representation that models the …
Benefit of large field-of-view cameras for visual odometry
The transition of visual-odometry technology from research demonstrators to commercial
applications naturally raises the question:“what is the optimal camera for vision-based …
applications naturally raises the question:“what is the optimal camera for vision-based …
Single view point omnidirectional camera calibration from planar grids
This paper presents a flexible approach for calibrating omnidirectional single viewpoint
sensors from planar grids. These sensors are increasingly used in robotics where accurate …
sensors from planar grids. These sensors are increasingly used in robotics where accurate …
State‐of‐the‐art in automatic 3D reconstruction of structured indoor environments
Creating high‐level structured 3D models of real‐world indoor scenes from captured data is
a fundamental task which has important applications in many fields. Given the complexity …
a fundamental task which has important applications in many fields. Given the complexity …
Camera models and fundamental concepts used in geometric computer vision
This survey is mainly motivated by the increased availability and use of panoramic image
acquisition devices, in computer vision and various of its applications. Different technologies …
acquisition devices, in computer vision and various of its applications. Different technologies …